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Torang A, van de Weerd S, Lammers V, van Hooff S, van den Berg I, van den Bergh S, Koopman M, IJzermans JN, Roodhart JML, Koster J, Medema JP. NanoCMSer: a consensus molecular subtype stratification tool for fresh-frozen and paraffin-embedded colorectal cancer samples. Mol Oncol 2024. [PMID: 39720854 DOI: 10.1002/1878-0261.13781] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2024] [Revised: 10/03/2024] [Accepted: 11/28/2024] [Indexed: 12/26/2024] Open
Abstract
Colorectal cancer (CRC) is a significant contributor to cancer-related mortality, emphasizing the need for advanced biomarkers to guide treatment. As part of an international consortium, we previously categorized CRCs into four consensus molecular subtypes (CMS1-CMS4), showing promise for outcome prediction. To facilitate clinical integration of CMS classification in settings where formalin-fixed paraffin-embedded (FFPE) samples are routinely used, we developed NanoCMSer, a NanoString-based CMS classifier using 55 genes. NanoCMSer achieved high accuracy rates, with 95% for fresh-frozen samples from the MATCH cohort and 92% for FFPE samples from the CODE cohort, marking the highest reported accuracy for FFPE tissues to date. Additionally, it demonstrated 96% accuracy across a comprehensive collection of 23 RNAseq-based datasets, compiled in this study, surpassing the performance of existing models. Classifying with only 55 genes, the CMS predictions were still biologically relevant, recognizing CMS-specific biology upon enrichment analysis. Additionally, we observed substantial differences in recurrence-free survival curves when comparing CMS2/3 patients in stage III versus II. Probability of recurrence after 5 years increased by 21% in CMS2 and 31% in CMS3 for patients in stage III, whereas this difference was less pronounced for CMS1 and CMS4, with 11% and 10%, respectively. We posit NanoCMSer as a robust tool for subtyping CRCs for both tumor biology and clinical practice, accessible via nanocmser r package (https://github.com/LEXORlab/NanoCMSer) and Shinyapp (https://atorang.shinyapps.io/NanoCMSer).
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Affiliation(s)
- Arezo Torang
- Amsterdam UMC, Center for Experimental and Molecular Medicine, Cancer Center Amsterdam, University of Amsterdam, The Netherlands
- Oncode Institute, Amsterdam UMC, University of Amsterdam, The Netherlands
| | - Simone van de Weerd
- Amsterdam UMC, Center for Experimental and Molecular Medicine, Cancer Center Amsterdam, University of Amsterdam, The Netherlands
- Oncode Institute, Amsterdam UMC, University of Amsterdam, The Netherlands
- Department of Pathology, Radboud University Medical Centre, Nijmegen, The Netherlands
| | - Veerle Lammers
- Amsterdam UMC, Center for Experimental and Molecular Medicine, Cancer Center Amsterdam, University of Amsterdam, The Netherlands
- Oncode Institute, Amsterdam UMC, University of Amsterdam, The Netherlands
| | - Sander van Hooff
- Amsterdam UMC, Center for Experimental and Molecular Medicine, Cancer Center Amsterdam, University of Amsterdam, The Netherlands
- Oncode Institute, Amsterdam UMC, University of Amsterdam, The Netherlands
| | - Inge van den Berg
- Department of Surgery, Erasmus MC, University Medical Center Rotterdam, The Netherlands
- Department of Medical Oncology, University Medical Center Utrecht, Utrecht University, The Netherlands
| | - Saskia van den Bergh
- Amsterdam UMC, Center for Experimental and Molecular Medicine, Cancer Center Amsterdam, University of Amsterdam, The Netherlands
- Oncode Institute, Amsterdam UMC, University of Amsterdam, The Netherlands
| | - Miriam Koopman
- Department of Medical Oncology, University Medical Center Utrecht, Utrecht University, The Netherlands
| | - Jan N IJzermans
- Department of Surgery, Erasmus MC, University Medical Center Rotterdam, The Netherlands
| | - Jeanine M L Roodhart
- Department of Medical Oncology, University Medical Center Utrecht, Utrecht University, The Netherlands
| | - Jan Koster
- Amsterdam UMC, Center for Experimental and Molecular Medicine, Cancer Center Amsterdam, University of Amsterdam, The Netherlands
| | - Jan Paul Medema
- Amsterdam UMC, Center for Experimental and Molecular Medicine, Cancer Center Amsterdam, University of Amsterdam, The Netherlands
- Oncode Institute, Amsterdam UMC, University of Amsterdam, The Netherlands
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Nielsen MF, Ravn S, Sørensen MM, Funder JA, Iversen LH. Recurrence and Survival Following Cytoreductive Surgery and Hyperthermic Intraperitoneal Chemotherapy for Synchronous and Metachronous Peritoneal Metastases of Colorectal Origin. Cancers (Basel) 2024; 16:631. [PMID: 38339382 PMCID: PMC10854638 DOI: 10.3390/cancers16030631] [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: 12/30/2023] [Revised: 01/24/2024] [Accepted: 01/30/2024] [Indexed: 02/12/2024] Open
Abstract
Cytoreductive surgery (CRS) with hyperthermic intraperitoneal chemotherapy (HIPEC) has improved the 5-year survival for colorectal cancer (CRC) patients with peritoneal metastases (PM). Little is known about recurrence patterns and recurrence rates between synchronous (S) and metachronous (M) PM following CRS+HIPEC. We aimed to describe the recurrence patterns, overall survival (OS) and disease-free survival (DFS) in S-PM and M-PM patients after complete CRS+HIPEC. From June 2006 to December 2020, a prospective cohort study included 310 CRC patients, where 181 patients had S-PM (58.4%) and 129 patients had M-PM (41.6%). After a median 10.3-month follow-up, 247/310 (79.7%) patients experienced recurrence, and recurrence sites included isolated peritoneal (32.4%), multifocal (peritoneal and liver and/or lung(s)) (22.7%), isolated liver (17.8%), isolated lung (10.5%) and other (16.6%) sites. Recurrence patterns did not differ between S-PM and M-PM. M-PM patients had an impaired DFS compared to S-PM patients (9.4 months (95% CI: 7.3-12.1) vs. 12.5 months (95% CI: 11.2-13.9), p = 0.01). The median OS was similar for S-PM and M-PM (38.4 months (95% CI: 31.2-46.8) vs. 40.8 months (95% CI: 28.8-46.8), p = 0.86). Despite frequent recurrence at extraperitoneal locations, long-term survival was achievable after CRS+HIPEC in CRC patients with PM. The recurrence patterns and OS did not differ between groups, yet M-PM patients had a shorter DFS.
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Affiliation(s)
- Mette Fugleberg Nielsen
- Department of Surgery, Aarhus University Hospital, 8200 Aarhus N, Denmark; (M.F.N.); (M.M.S.); (J.A.F.)
| | - Sissel Ravn
- Department of Surgery, Aarhus University Hospital, 8200 Aarhus N, Denmark; (M.F.N.); (M.M.S.); (J.A.F.)
| | - Mette Møller Sørensen
- Department of Surgery, Aarhus University Hospital, 8200 Aarhus N, Denmark; (M.F.N.); (M.M.S.); (J.A.F.)
| | - Jonas Amstrup Funder
- Department of Surgery, Aarhus University Hospital, 8200 Aarhus N, Denmark; (M.F.N.); (M.M.S.); (J.A.F.)
- Department of Clinical Medicine, Aarhus University, 8200 Aarhus N, Denmark
| | - Lene Hjerrild Iversen
- Department of Surgery, Aarhus University Hospital, 8200 Aarhus N, Denmark; (M.F.N.); (M.M.S.); (J.A.F.)
- Department of Clinical Medicine, Aarhus University, 8200 Aarhus N, Denmark
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Lin X, Li Y, Wang S, Zhang Y, Chen X, Wei M, Zhu H, Wu A, Yang Z, Wang X. Diagnostic value of [ 68Ga]Ga-FAPI-04 in patients with colorectal cancer in comparison with [ 18F]F-FDG PET/CT. Front Oncol 2023; 12:1087792. [PMID: 36698416 PMCID: PMC9869033 DOI: 10.3389/fonc.2022.1087792] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2022] [Accepted: 12/19/2022] [Indexed: 01/11/2023] Open
Abstract
Purpose This study aimed to compare the diagnostic performance of [68Ga]Ga-FAPI-04 PET/CT and [18F]F-FDG PET/CT in primary and metastatic colorectal cancer (CRC) lesions. Methods This single-center preliminary clinical study (NCT04750772) was conducted at the Peking University Cancer Hospital & Institute and included 61 participants with CRC who underwent sequential evaluation through PET/CT with [18F]F-FDG and [68Ga]Ga-FAPI-04. Their PET/CT images were analysed to quantify the uptake of the two tracers in the form of maximum standardised uptake (SUVmax) values and target-to-background ratio (TBR), which were then compared using Wilcoxon's signed-rank test. The final changes in the tumour-node-metastasis (TNM) stage of all participants were recorded. Results Of all the participants, 21 were treatment naïve and 40 had been previously treated. In primary CRC lesions, the average TBRs of [68Ga]Ga-FAPI-04 and [18F]F-FDG were 13.3 ± 8.9 and 8.2 ± 6.5, respectively. The SUVmax of [68Ga]Ga-FAPI-04 in signet-ring/mucinous carcinomas (11.4 ± 4.9) was higher than that of [18F]F-FDG (7.9 ± 3.6) (P = 0.03). Both median SUVmax in peritoneal metastases and TBR in liver metastases of [68Ga]Ga-FAPI-04 were higher than those of [18F]F-FDG (5.2 vs. 3.8, P < 0.001; 3.7 vs. 1.9, P < 0.001, respectively). Compared with [18F]F-FDG PET/CT, clinical TNM staging based on [68Ga]Ga-FAPI-04 PET/CT led to upstaging and downstaging in 10 (16.4%) and 5 participants (8.2%), respectively. Therefore, the treatment options were changed in 13 participants (21.3%), including 9 with additional chemo/radiotherapy and/or surgery and others with avoidance or narrowed scope of surgery. Conclusion [68Ga]Ga-FAPI-04 showed potential as a novel PET/CT tracer to detect lymph nodes and distant metastases, which improved CRC staging, thus prompting the optimisation or adjustment of treatment decisions.
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Affiliation(s)
- Xinfeng Lin
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), NMPA Key Laboratory for Research and Evaluation of Radiopharmaceuticals (National Medical Products Administration), Department of Nuclear Medicine, Peking University Cancer Hospital and Institute, Beijing, China
| | - Yingjie Li
- Department of Gastrointestinal Cancer Centre, Unit III, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Peking University Cancer Hospital and Institute, Beijing, China
| | - Shuailiang Wang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), NMPA Key Laboratory for Research and Evaluation of Radiopharmaceuticals (National Medical Products Administration), Department of Nuclear Medicine, Peking University Cancer Hospital and Institute, Beijing, China
| | - Yan Zhang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), NMPA Key Laboratory for Research and Evaluation of Radiopharmaceuticals (National Medical Products Administration), Department of Nuclear Medicine, Peking University Cancer Hospital and Institute, Beijing, China
| | - Xuetao Chen
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), NMPA Key Laboratory for Research and Evaluation of Radiopharmaceuticals (National Medical Products Administration), Department of Nuclear Medicine, Peking University Cancer Hospital and Institute, Beijing, China
| | - Maomao Wei
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), NMPA Key Laboratory for Research and Evaluation of Radiopharmaceuticals (National Medical Products Administration), Department of Nuclear Medicine, Peking University Cancer Hospital and Institute, Beijing, China
| | - Hua Zhu
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), NMPA Key Laboratory for Research and Evaluation of Radiopharmaceuticals (National Medical Products Administration), Department of Nuclear Medicine, Peking University Cancer Hospital and Institute, Beijing, China
| | - Aiwen Wu
- Department of Gastrointestinal Cancer Centre, Unit III, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Peking University Cancer Hospital and Institute, Beijing, China
| | - Zhi Yang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), NMPA Key Laboratory for Research and Evaluation of Radiopharmaceuticals (National Medical Products Administration), Department of Nuclear Medicine, Peking University Cancer Hospital and Institute, Beijing, China
| | - Xuejuan Wang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), NMPA Key Laboratory for Research and Evaluation of Radiopharmaceuticals (National Medical Products Administration), Department of Nuclear Medicine, Peking University Cancer Hospital and Institute, Beijing, China
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4
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Wong GYM, Bhimani N, Mol B, Diakos C, de Reuver P, Molloy MP, Hugh TJ. Performance of prognostic models incorporating KRAS mutation status to predict survival after resection of colorectal liver metastases. HPB (Oxford) 2022; 24:1316-1325. [PMID: 35093297 DOI: 10.1016/j.hpb.2022.01.003] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/03/2021] [Revised: 12/02/2021] [Accepted: 01/05/2022] [Indexed: 12/12/2022]
Abstract
BACKGROUND The Genetic And Morphologic Evaluation (GAME) score and modified clinical score (m-CS) are two novel prognostic models that incorporate KRAS mutation status to predict survival after resection of colorectal liver metastases (CRLM). This retrospective cohort study evaluated the performance of these two models. METHODS A total of 103 patients who underwent resection of CRLM between 2007 and 2017 and had known KRAS mutation status were included, 39 (37.9%) of whom had KRAS mutated tumours. Complete case analysis of the patients was performed according to the Clinical Risk Score (CRS), m-CS, and GAME score. The primary outcome was overall survival stratified according to low-risk and high-risk scores. Harrell's C-index and Akaike information criterion (AIC) were used to compare the discrimination of the evaluated prognostic models. RESULTS The GAME score demonstrated the largest difference in overall survival for patients stratified according to low-risk and high-risk groups. Harrell's C-index values for the CRS, m-CS, and GAME models were 0.583, 0.600, and 0.668, respectively. AIC values for the CRS, m-CS, and GAME models were 441, 439, and 427, respectively. CONCLUSION The GAME score outperforms the CRS and m-CS in predicting overall survival after resection of CRLM in patients with known KRAS mutation status.
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Affiliation(s)
- Geoffrey Yuet Mun Wong
- Department of Upper Gastrointestinal Surgery, Royal North Shore Hospital, Northern Clinical School, University of Sydney, Sydney, New South Wales, Australia; Department of Medical Oncology, Royal North Shore Hospital, Sydney, New South Wales, Australia.
| | - Nazim Bhimani
- Department of Upper Gastrointestinal Surgery, Royal North Shore Hospital, Northern Clinical School, University of Sydney, Sydney, New South Wales, Australia
| | - Barend Mol
- Department of Upper Gastrointestinal Surgery, Royal North Shore Hospital, Northern Clinical School, University of Sydney, Sydney, New South Wales, Australia
| | - Connie Diakos
- Department of Medical Oncology, Royal North Shore Hospital, Sydney, New South Wales, Australia
| | - Philip de Reuver
- Department of Surgery, Radboud University Medical Centre, Nijmegen, Netherlands
| | - Mark P Molloy
- Bowel Cancer and Biomarker Research Laboratory, School of Medical Sciences, University of Sydney, Sydney, New South Wales, Australia
| | - Thomas J Hugh
- Department of Upper Gastrointestinal Surgery, Royal North Shore Hospital, Northern Clinical School, University of Sydney, Sydney, New South Wales, Australia; Northern Clinical School, University of Sydney, Sydney, New South Wales, Australia
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5
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Hendrikson J, Liu Y, Ng WH, Lee JY, Lim AH, Loh JW, Ng CC, Ong WS, Tan JWS, Tan QX, Ng G, Shannon NB, Lim WK, Lim TK, Chua C, Wong JSM, Tan GHC, So JBY, Yeoh KG, Teh BT, Chia CS, Soo KC, Kon OL, Tan IB, Chan JY, Teo MCC, Ong CAJ. Ligand-mediated PAI-1 inhibition in a mouse model of peritoneal carcinomatosis. Cell Rep Med 2022; 3:100526. [PMID: 35243423 PMCID: PMC8861959 DOI: 10.1016/j.xcrm.2022.100526] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2021] [Revised: 11/22/2021] [Accepted: 01/19/2022] [Indexed: 12/28/2022]
Abstract
Peritoneal carcinomatosis (PC) present a ubiquitous clinical conundrum in all intra-abdominal malignancies. Via functional and transcriptomic experiments of ascites-treated PC cells, we identify STAT3 as a key signaling pathway. Integrative analysis of publicly available databases and correlation with clinical cohorts (n = 7,359) reveal putative clinically significant activating ligands of STAT3 signaling. We further validate a 3-biomarker prognostic panel in ascites independent of clinical covariates in a prospective study (n = 149). Via single-cell sequencing experiments, we uncover that PAI-1, a key component of the prognostic biomarker panel, is largely secreted by fibroblasts and mesothelial cells. Molecular stratification of ascites using PAI-1 levels and STAT3 activation in ascites-treated cells highlight a therapeutic opportunity based on a phenomenon of paracrine addiction. These results are recapitulated in patient-derived ascites-dependent xenografts. Here, we demonstrate therapeutic proof of concept of direct ligand inhibition of a prognostic target within an enclosed biological space.
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Affiliation(s)
- Josephine Hendrikson
- Department of Sarcoma, Peritoneal and Rare Tumours (SPRinT), Division of Surgery and Surgical Oncology, National Cancer Centre Singapore, 11 Hospital Cresent, Singapore 169610, Singapore
- Department of Sarcoma, Peritoneal and Rare Tumours (SPRinT), Division of Surgery and Surgical Oncology, Singapore General Hospital, Singapore 169608, Singapore
- Laboratory of Applied Human Genetics, Division of Medical Sciences, National Cancer Centre Singapore, Singapore 169610, Singapore
| | - Ying Liu
- Department of Sarcoma, Peritoneal and Rare Tumours (SPRinT), Division of Surgery and Surgical Oncology, National Cancer Centre Singapore, 11 Hospital Cresent, Singapore 169610, Singapore
- Department of Sarcoma, Peritoneal and Rare Tumours (SPRinT), Division of Surgery and Surgical Oncology, Singapore General Hospital, Singapore 169608, Singapore
- Laboratory of Applied Human Genetics, Division of Medical Sciences, National Cancer Centre Singapore, Singapore 169610, Singapore
| | - Wai Har Ng
- Department of Sarcoma, Peritoneal and Rare Tumours (SPRinT), Division of Surgery and Surgical Oncology, National Cancer Centre Singapore, 11 Hospital Cresent, Singapore 169610, Singapore
- Department of Sarcoma, Peritoneal and Rare Tumours (SPRinT), Division of Surgery and Surgical Oncology, Singapore General Hospital, Singapore 169608, Singapore
- Laboratory of Applied Human Genetics, Division of Medical Sciences, National Cancer Centre Singapore, Singapore 169610, Singapore
| | - Jing Yi Lee
- Cancer Discovery Hub, National Cancer Centre Singapore, Singapore 169610, Singapore
| | - Abner Herbert Lim
- Cancer Discovery Hub, National Cancer Centre Singapore, Singapore 169610, Singapore
| | - Jui Wan Loh
- Cancer Discovery Hub, National Cancer Centre Singapore, Singapore 169610, Singapore
| | - Cedric C.Y. Ng
- Laboratory of Cancer Epigenome, Division of Medical Sciences, National Cancer Centre Singapore, Singapore 169610, Singapore
| | - Whee Sze Ong
- Division of Clinical Trials and Epidemiological Sciences, National Cancer Centre Singapore, Singapore 169610, Singapore
| | - Joey Wee-Shan Tan
- Department of Sarcoma, Peritoneal and Rare Tumours (SPRinT), Division of Surgery and Surgical Oncology, National Cancer Centre Singapore, 11 Hospital Cresent, Singapore 169610, Singapore
- Department of Sarcoma, Peritoneal and Rare Tumours (SPRinT), Division of Surgery and Surgical Oncology, Singapore General Hospital, Singapore 169608, Singapore
- Laboratory of Applied Human Genetics, Division of Medical Sciences, National Cancer Centre Singapore, Singapore 169610, Singapore
| | - Qiu Xuan Tan
- Department of Sarcoma, Peritoneal and Rare Tumours (SPRinT), Division of Surgery and Surgical Oncology, National Cancer Centre Singapore, 11 Hospital Cresent, Singapore 169610, Singapore
- Department of Sarcoma, Peritoneal and Rare Tumours (SPRinT), Division of Surgery and Surgical Oncology, Singapore General Hospital, Singapore 169608, Singapore
- Laboratory of Applied Human Genetics, Division of Medical Sciences, National Cancer Centre Singapore, Singapore 169610, Singapore
| | - Gillian Ng
- Department of Sarcoma, Peritoneal and Rare Tumours (SPRinT), Division of Surgery and Surgical Oncology, National Cancer Centre Singapore, 11 Hospital Cresent, Singapore 169610, Singapore
- Department of Sarcoma, Peritoneal and Rare Tumours (SPRinT), Division of Surgery and Surgical Oncology, Singapore General Hospital, Singapore 169608, Singapore
- Laboratory of Applied Human Genetics, Division of Medical Sciences, National Cancer Centre Singapore, Singapore 169610, Singapore
| | - Nicholas B. Shannon
- Department of Sarcoma, Peritoneal and Rare Tumours (SPRinT), Division of Surgery and Surgical Oncology, National Cancer Centre Singapore, 11 Hospital Cresent, Singapore 169610, Singapore
- Department of Sarcoma, Peritoneal and Rare Tumours (SPRinT), Division of Surgery and Surgical Oncology, Singapore General Hospital, Singapore 169608, Singapore
- Laboratory of Applied Human Genetics, Division of Medical Sciences, National Cancer Centre Singapore, Singapore 169610, Singapore
| | - Weng Khong Lim
- SingHealth Duke-NUS Institute of Precision Medicine, National Heart Centre Singapore, Singapore 169609, Singapore
- Cancer and Stem Biology Signature Research Program, Duke-NUS Medical School, Singapore 169857, Singapore
| | - Tony K.H. Lim
- Department of Anatomical Pathology, Singapore General Hospital, Singapore 169856, Singapore
- Pathology Academic Clinical Program, SingHealth Duke-NUS Academic Medical Centre, Singapore 168753, Singapore
| | - Clarinda Chua
- Division of Medical Oncology, National Cancer Centre Singapore, Singapore 169610, Singapore
| | - Jolene Si Min Wong
- Department of Sarcoma, Peritoneal and Rare Tumours (SPRinT), Division of Surgery and Surgical Oncology, National Cancer Centre Singapore, 11 Hospital Cresent, Singapore 169610, Singapore
- Department of Sarcoma, Peritoneal and Rare Tumours (SPRinT), Division of Surgery and Surgical Oncology, Singapore General Hospital, Singapore 169608, Singapore
- SingHealth Duke-NUS Oncology Academic Clinical Program, Duke-NUS Medical School, Singapore 169857, Singapore
- SingHealth Duke-NUS Surgery Academic Clinical Program, Duke-NUS Medical School, Singapore 169857, Singapore
| | - Grace Hwei Ching Tan
- Department of Sarcoma, Peritoneal and Rare Tumours (SPRinT), Division of Surgery and Surgical Oncology, National Cancer Centre Singapore, 11 Hospital Cresent, Singapore 169610, Singapore
- Department of Sarcoma, Peritoneal and Rare Tumours (SPRinT), Division of Surgery and Surgical Oncology, Singapore General Hospital, Singapore 169608, Singapore
| | - Jimmy Bok Yan So
- Department of Surgery, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 119077, Singapore
- Division of Surgical Oncology, National University Cancer Institute, National University Health System, Singapore 119074, Singapore
| | - Khay Guan Yeoh
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 119077, Singapore
- Department of Gastroenterology and Hepatology, National University Hospital, Singapore 119074, Singapore
| | - Bin Tean Teh
- Laboratory of Cancer Epigenome, Division of Medical Sciences, National Cancer Centre Singapore, Singapore 169610, Singapore
- Institute of Molecular and Cell Biology, A∗STAR Research Entities, Singapore 138673, Singapore
| | - Claramae Shulyn Chia
- Department of Sarcoma, Peritoneal and Rare Tumours (SPRinT), Division of Surgery and Surgical Oncology, National Cancer Centre Singapore, 11 Hospital Cresent, Singapore 169610, Singapore
- Department of Sarcoma, Peritoneal and Rare Tumours (SPRinT), Division of Surgery and Surgical Oncology, Singapore General Hospital, Singapore 169608, Singapore
- SingHealth Duke-NUS Oncology Academic Clinical Program, Duke-NUS Medical School, Singapore 169857, Singapore
- SingHealth Duke-NUS Surgery Academic Clinical Program, Duke-NUS Medical School, Singapore 169857, Singapore
| | - Khee Chee Soo
- Department of Sarcoma, Peritoneal and Rare Tumours (SPRinT), Division of Surgery and Surgical Oncology, National Cancer Centre Singapore, 11 Hospital Cresent, Singapore 169610, Singapore
- Department of Sarcoma, Peritoneal and Rare Tumours (SPRinT), Division of Surgery and Surgical Oncology, Singapore General Hospital, Singapore 169608, Singapore
| | - Oi Lian Kon
- Laboratory of Applied Human Genetics, Division of Medical Sciences, National Cancer Centre Singapore, Singapore 169610, Singapore
| | - Iain Beehuat Tan
- Cancer and Stem Biology Signature Research Program, Duke-NUS Medical School, Singapore 169857, Singapore
- Division of Medical Oncology, National Cancer Centre Singapore, Singapore 169610, Singapore
- Laboratory of Applied Cancer Genomics, Genome Institute of Singapore, A∗STAR Research Entities, Singapore 138672, Singapore
| | - Jason Yongsheng Chan
- Cancer Discovery Hub, National Cancer Centre Singapore, Singapore 169610, Singapore
- Division of Medical Oncology, National Cancer Centre Singapore, Singapore 169610, Singapore
| | - Melissa Ching Ching Teo
- Department of Sarcoma, Peritoneal and Rare Tumours (SPRinT), Division of Surgery and Surgical Oncology, National Cancer Centre Singapore, 11 Hospital Cresent, Singapore 169610, Singapore
- Department of Sarcoma, Peritoneal and Rare Tumours (SPRinT), Division of Surgery and Surgical Oncology, Singapore General Hospital, Singapore 169608, Singapore
| | - Chin-Ann J. Ong
- Department of Sarcoma, Peritoneal and Rare Tumours (SPRinT), Division of Surgery and Surgical Oncology, National Cancer Centre Singapore, 11 Hospital Cresent, Singapore 169610, Singapore
- Department of Sarcoma, Peritoneal and Rare Tumours (SPRinT), Division of Surgery and Surgical Oncology, Singapore General Hospital, Singapore 169608, Singapore
- Laboratory of Applied Human Genetics, Division of Medical Sciences, National Cancer Centre Singapore, Singapore 169610, Singapore
- SingHealth Duke-NUS Oncology Academic Clinical Program, Duke-NUS Medical School, Singapore 169857, Singapore
- SingHealth Duke-NUS Surgery Academic Clinical Program, Duke-NUS Medical School, Singapore 169857, Singapore
- Institute of Molecular and Cell Biology, A∗STAR Research Entities, Singapore 138673, Singapore
| | - on behalf of the Singapore Peritoneal Oncology Study (SPOS) Group and Singapore Gastric Cancer Consortium (SGCC)
- Department of Sarcoma, Peritoneal and Rare Tumours (SPRinT), Division of Surgery and Surgical Oncology, National Cancer Centre Singapore, 11 Hospital Cresent, Singapore 169610, Singapore
- Department of Sarcoma, Peritoneal and Rare Tumours (SPRinT), Division of Surgery and Surgical Oncology, Singapore General Hospital, Singapore 169608, Singapore
- Laboratory of Applied Human Genetics, Division of Medical Sciences, National Cancer Centre Singapore, Singapore 169610, Singapore
- Cancer Discovery Hub, National Cancer Centre Singapore, Singapore 169610, Singapore
- Laboratory of Cancer Epigenome, Division of Medical Sciences, National Cancer Centre Singapore, Singapore 169610, Singapore
- Division of Clinical Trials and Epidemiological Sciences, National Cancer Centre Singapore, Singapore 169610, Singapore
- SingHealth Duke-NUS Institute of Precision Medicine, National Heart Centre Singapore, Singapore 169609, Singapore
- Cancer and Stem Biology Signature Research Program, Duke-NUS Medical School, Singapore 169857, Singapore
- Department of Anatomical Pathology, Singapore General Hospital, Singapore 169856, Singapore
- Pathology Academic Clinical Program, SingHealth Duke-NUS Academic Medical Centre, Singapore 168753, Singapore
- Division of Medical Oncology, National Cancer Centre Singapore, Singapore 169610, Singapore
- SingHealth Duke-NUS Oncology Academic Clinical Program, Duke-NUS Medical School, Singapore 169857, Singapore
- SingHealth Duke-NUS Surgery Academic Clinical Program, Duke-NUS Medical School, Singapore 169857, Singapore
- Department of Surgery, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 119077, Singapore
- Division of Surgical Oncology, National University Cancer Institute, National University Health System, Singapore 119074, Singapore
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 119077, Singapore
- Department of Gastroenterology and Hepatology, National University Hospital, Singapore 119074, Singapore
- Institute of Molecular and Cell Biology, A∗STAR Research Entities, Singapore 138673, Singapore
- Laboratory of Applied Cancer Genomics, Genome Institute of Singapore, A∗STAR Research Entities, Singapore 138672, Singapore
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6
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Braet H, Rahimi-Gorji M, Debbaut C, Ghorbaniasl G, Van Walleghem T, Cornelis S, Cosyns S, Vervaet C, Willaert W, Ceelen W, De Smedt SC, Remaut K. Exploring High Pressure Nebulization of Pluronic F127 Hydrogels for Intraperitoneal Drug Delivery. Eur J Pharm Biopharm 2021; 169:134-143. [PMID: 34634467 DOI: 10.1016/j.ejpb.2021.10.001] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Revised: 09/29/2021] [Accepted: 10/04/2021] [Indexed: 11/16/2022]
Abstract
Peritoneal metastasis is an advanced cancer type which can be treated with pressurized intraperitoneal aerosol chemotherapy (PIPAC). Here, chemotherapeutics are nebulized under high pressure in the intraperitoneal (IP) cavity to obtain a better biodistribution and tumor penetration. To prevent the fast leakage of chemotherapeutics from the IP cavity, however, nebulization of controlled release formulations is of interest. In this study, the potential of the thermosensitive hydrogel Pluronic F127 to be applied by high pressure nebulization is evaluated. Therefore, aerosol formation is experimentally examined by laser diffraction and theoretically simulated by computational fluid dynamics (CFD) modelling. Furthermore, Pluronic F127 hydrogels are subjected to rheological characterization after which the release of fluorescent model nanoparticles from the hydrogels is determined. A delicate equilibrium is observed between controlled release properties and suitability for aerosolization, where denser hydrogels (20% and 25% w/v Pluronic F127) are able to sustain nanoparticle release up to 30 hours, but cannot effectively be nebulized and vice versa. This is demonstrated by a growing aerosol droplet size and exponentially decreasing aerosol cone angle when Pluronic F127 concentration and viscosity increase. Novel nozzle designs or alternative controlled release formulations could move intraperitoneal drug delivery by high pressure nebulization forward.
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Affiliation(s)
- Helena Braet
- Laboratory of General Biochemistry and Physical Pharmacy, Ghent University, Ottergemsesteenweg 460, Ghent, 9000, Belgium; Cancer Research Institute Ghent (CRIG), Ghent University, Corneel Heymanslaan 10, Ghent, 9000 Belgium.
| | - Mohammad Rahimi-Gorji
- Cancer Research Institute Ghent (CRIG), Ghent University, Corneel Heymanslaan 10, Ghent, 9000 Belgium; IBiTech - bioMMeda, Ghent University, Corneel Heymanslaan 10, Ghent, 9000, Belgium; Department of Human Structure and Repair, Ghent University, Corneel Heymanslaan 10, Ghent, 9000, Belgium.
| | - Charlotte Debbaut
- Cancer Research Institute Ghent (CRIG), Ghent University, Corneel Heymanslaan 10, Ghent, 9000 Belgium; IBiTech - bioMMeda, Ghent University, Corneel Heymanslaan 10, Ghent, 9000, Belgium.
| | - Ghader Ghorbaniasl
- Department of Mechanical Engineering, Vrije Universiteit Brussel, Pleinlaan 2, Brussels, 1050, Belgium.
| | - Thibault Van Walleghem
- Laboratory of General Biochemistry and Physical Pharmacy, Ghent University, Ottergemsesteenweg 460, Ghent, 9000, Belgium
| | - Senne Cornelis
- Laboratory of General Biochemistry and Physical Pharmacy, Ghent University, Ottergemsesteenweg 460, Ghent, 9000, Belgium
| | - Sarah Cosyns
- Cancer Research Institute Ghent (CRIG), Ghent University, Corneel Heymanslaan 10, Ghent, 9000 Belgium; Department of Human Structure and Repair, Ghent University, Corneel Heymanslaan 10, Ghent, 9000, Belgium.
| | - Chris Vervaet
- Laboratory of Pharmaceutical Technology, Ghent University, Ottergemsesteenweg 460, Ghent, 9000, Belgium.
| | - Wouter Willaert
- Cancer Research Institute Ghent (CRIG), Ghent University, Corneel Heymanslaan 10, Ghent, 9000 Belgium; Department of Human Structure and Repair, Ghent University, Corneel Heymanslaan 10, Ghent, 9000, Belgium.
| | - Wim Ceelen
- Cancer Research Institute Ghent (CRIG), Ghent University, Corneel Heymanslaan 10, Ghent, 9000 Belgium; Department of Human Structure and Repair, Ghent University, Corneel Heymanslaan 10, Ghent, 9000, Belgium.
| | - Stefaan C De Smedt
- Laboratory of General Biochemistry and Physical Pharmacy, Ghent University, Ottergemsesteenweg 460, Ghent, 9000, Belgium; Cancer Research Institute Ghent (CRIG), Ghent University, Corneel Heymanslaan 10, Ghent, 9000 Belgium.
| | - Katrien Remaut
- Laboratory of General Biochemistry and Physical Pharmacy, Ghent University, Ottergemsesteenweg 460, Ghent, 9000, Belgium; Cancer Research Institute Ghent (CRIG), Ghent University, Corneel Heymanslaan 10, Ghent, 9000 Belgium.
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7
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Wang PP, Deng CL, Wu B. Magnetic resonance imaging-based artificial intelligence model in rectal cancer. World J Gastroenterol 2021; 27:2122-2130. [PMID: 34025068 PMCID: PMC8117733 DOI: 10.3748/wjg.v27.i18.2122] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/10/2021] [Revised: 02/23/2021] [Accepted: 03/16/2021] [Indexed: 02/06/2023] Open
Abstract
Rectal magnetic resonance imaging (MRI) is the preferred method for the diagnosis of rectal cancer as recommended by the guidelines. Rectal MRI can accurately evaluate the tumor location, tumor stage, invasion depth, extramural vascular invasion, and circumferential resection margin. We summarize the progress of research on the use of artificial intelligence (AI) in rectal cancer in recent years. AI, represented by machine learning, is being increasingly used in the medical field. The application of AI models based on high-resolution MRI in rectal cancer has been increasingly reported. In addition to staging the diagnosis and localizing radiotherapy, an increasing number of studies have reported that AI models based on high-resolution MRI can be used to predict the response to chemotherapy and prognosis of patients.
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Affiliation(s)
- Pei-Pei Wang
- Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100730, China
| | - Chao-Lin Deng
- Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100730, China
| | - Bin Wu
- Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100730, China
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8
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Nindra U, Shahnam A, Mahon KL. Review of systemic chemotherapy in unresectable colorectal peritoneal carcinomatosis. Asia Pac J Clin Oncol 2021; 18:7-12. [PMID: 33609014 DOI: 10.1111/ajco.13552] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2020] [Accepted: 12/02/2020] [Indexed: 01/02/2023]
Abstract
Colorectal cancer remains the third most common malignancy in Australia with the peritoneum being the second most common metastatic site. Colorectal peritoneal carcinomatosis (CPC) can be treated with cytoreductive surgery and hyperthermic intraperitoneal chemotherapy but this is only limited to a small subset of patients. Those with inoperable disease have a particularly poor prognosis. While the ideal systemic regimen has not been defined, 5-fluorouracil-based chemotherapy regimens appear to provide overall and progression free survival benefits. The role of targeted agents such as bevacizumab (vascular endothelial growth factor inhibitor) or cetuximab (epidermal growth factor inhibitor) in the setting of CPC is still evolving. Currently, retrospective analyses have shown promising results for the use of bevacizumab in addition to systemic chemotherapy but similar results have not been seen with cetuximab or panitumumab. However, there is significant heterogeneity in the trial data, lack of prospective randomized controlled trials and demonstrated treatment variability based on age and tumour characteristics. This review summarises the current literature in regard to treatment in the unresectable CPC setting as well as discussing issues with the current data and highlighting the need for further trials.
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Affiliation(s)
- Udit Nindra
- Royal Prince Alfred Hospital, Sydney, Australia.,Chris O'Brien Lifehouse, Sydney, Australia
| | - Adel Shahnam
- Royal Prince Alfred Hospital, Sydney, Australia.,Chris O'Brien Lifehouse, Sydney, Australia
| | - Kate L Mahon
- Chris O'Brien Lifehouse, Sydney, Australia.,Garvan Institute of Medical Research, Sydney, Australia.,University of NSW, Sydney, Australia.,University of Sydney, Sydney, Australia
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9
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Dong L, Li K, Peng T. Diagnostic value of diffusion-weighted imaging/magnetic resonance imaging for peritoneal metastasis from malignant tumor: A systematic review and meta-analysis. Medicine (Baltimore) 2021; 100:e24251. [PMID: 33592867 PMCID: PMC7870229 DOI: 10.1097/md.0000000000024251] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/06/2020] [Accepted: 12/17/2020] [Indexed: 01/05/2023] Open
Abstract
BACKGROUND Previous meta-analyses examined either multiple tools for the diagnosis of peritoneal metastases (PMs), but not diffusion-weighted imaging (DWI), or included only 1 tumor type. This study aimed to determine the summary diagnostic value of DWI/magnetic resonance imaging in determining PMs originating from various tumors. METHODS PubMed, Embase, and Cochrane library were searched for available papers up to 2019/12. Pooled estimates for sensitivity, specificity, positive likelihood ratio, negative likelihood ratio, and accuracy were calculated using random-effects models. RESULTS Ten studies were included and could be used to calculate the pooled sensitivity and specificity. The pooled sensitivity of DWI for PMs was 89% (95% confidence interval [CI]: 83%-93%). The pooled specificity was 86% (95% CI: 79%-91%). When considering only the retrospective studies, the pooled sensitivity of DWI for PMs was 85% (95% CI: 81%-89%). The pooled specificity was 84% (95% CI: 72%-92%). When considering only the studies about gastrointestinal tumors, the pooled sensitivity of DWI for PMs was 97% (95% CI: 68%-100%). The pooled specificity was 86% (95% CI: 69%-95%). No publication bias was observed (P = dd.27). CONCLUSION DWI magnetic resonance imaging is highly sensitive and specific for the detection of PMs from various abdominal cancers.
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10
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Hallam S, Stockton J, Bryer C, Whalley C, Pestinger V, Youssef H, Beggs AD. The transition from primary colorectal cancer to isolated peritoneal malignancy is associated with an increased tumour mutational burden. Sci Rep 2020; 10:18900. [PMID: 33144643 PMCID: PMC7641117 DOI: 10.1038/s41598-020-75844-6] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2020] [Accepted: 10/13/2020] [Indexed: 12/31/2022] Open
Abstract
Colorectal Peritoneal metastases (CPM) develop in 15% of colorectal cancers. Cytoreductive surgery and heated intraperitoneal chemotherapy (CRS & HIPEC) is the current standard of care in selected patients with limited resectable CPM. Despite selection using known prognostic factors survival is varied and morbidity and mortality are relatively high. There is a need to improve patient selection and a paucity of research concerning the biology of isolated CPM. We aimed to determine the biology associated with transition from primary CRC to CPM and of patients with CPM not responding to treatment with CRS & HIPEC, to identify those suitable for treatment with CRS & HIPEC and to identify targets for existing repurposed or novel treatment strategies. A cohort of patients with CPM treated with CRS & HIPEC was recruited and divided according to prognosis. Molecular profiling of the transcriptome (n = 25), epigenome (n = 24) and genome (n = 21) of CPM and matched primary CRC was performed. CPM were characterised by frequent Wnt/ β catenin negative regulator mutations, TET2 mutations, mismatch repair mutations and high tumour mutational burden. Here we show the molecular features associated with CPM development and associated with not responding to CRS & HIPEC. Potential applications include improving patient selection for treatment with CRS & HIPEC and in future research into novel and personalised treatments targeting the molecular features identified here.
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Affiliation(s)
- Sally Hallam
- Surgical Research Laboratory, Institute of Cancer and Genomic Science, University of Birmingham, Birmingham, B15 2TT, UK
| | - Joanne Stockton
- Surgical Research Laboratory, Institute of Cancer and Genomic Science, University of Birmingham, Birmingham, B15 2TT, UK
| | - Claire Bryer
- Surgical Research Laboratory, Institute of Cancer and Genomic Science, University of Birmingham, Birmingham, B15 2TT, UK
| | - Celina Whalley
- Surgical Research Laboratory, Institute of Cancer and Genomic Science, University of Birmingham, Birmingham, B15 2TT, UK
| | - Valerie Pestinger
- Surgical Research Laboratory, Institute of Cancer and Genomic Science, University of Birmingham, Birmingham, B15 2TT, UK
| | - Haney Youssef
- Surgical Research Laboratory, Institute of Cancer and Genomic Science, University of Birmingham, Birmingham, B15 2TT, UK
| | - Andrew D Beggs
- Surgical Research Laboratory, Institute of Cancer and Genomic Science, University of Birmingham, Birmingham, B15 2TT, UK.
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11
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Lv Q, Cheng L, Lu Y, Zhang X, Wang Y, Deng J, Zhou J, Liu B, Liu J. Thermosensitive Exosome-Liposome Hybrid Nanoparticle-Mediated Chemoimmunotherapy for Improved Treatment of Metastatic Peritoneal Cancer. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2020; 7:2000515. [PMID: 32999828 PMCID: PMC7509655 DOI: 10.1002/advs.202000515] [Citation(s) in RCA: 121] [Impact Index Per Article: 24.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/12/2020] [Revised: 06/21/2020] [Indexed: 05/19/2023]
Abstract
Metastatic peritoneal carcinoma (mPC) is a deadly disease without effective treatment. To improve treatment of this disease, a recently developed hyperthermic intraperitoneal chemotherapy (HIPEC) has emerged as the standard of care. However, the efficacy of this approach is limited by inefficient drug penetration and rapidly developed drug resistance. Herein, a nanotechnology approach is reported that is designed to improve drug delivery to mPC and to augment the efficacy of HIPEC through delivery of chemoimmunotherapy. First, the drug delivery efficiency of HIPEC is determined and it is found that chemotherapy agents cannot be efficiently delivered to large tumors nodules. To overcome the delivery hurdle, genetically engineered exosomes-thermosensitive liposomes hybrid NPs, or gETL NPs, are then synthesized, and it is demonstrated that the NPs after intravenous administration efficiently penetrates into mPC tumors and releases payloads at the hypothermia condition of HIPEC. Last, it is shown that, when granulocyte-macrophage colony-stimulating factor (GM-CSF) and docetaxel are co-delivered, gETL NPs effectively inhibit tumor development and the efficacy is enhanced when HIPEC is co-administered. The study provides a strategy to improve drug delivery to mPCs and offers a promising approach to improve treatment of the disease through combination of locoregional delivery of HIPEC and systemic delivery of chemoimmunotherapy via gETL NPs.
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Affiliation(s)
- Qijun Lv
- Department of General SurgeryThe Third Affiliated Hospital of Sun Yat‐sen UniversityGuangzhou510120China
| | - Lili Cheng
- School of Biomedical EngineeringSun Yat‐sen UniversityGuangzhouGuangdong510006China
| | - Yao Lu
- School of Biomedical EngineeringSun Yat‐sen UniversityGuangzhouGuangdong510006China
| | - Xiaoge Zhang
- School of Biomedical EngineeringSun Yat‐sen UniversityGuangzhouGuangdong510006China
| | - Yizhen Wang
- Department of General SurgeryThe Third Affiliated Hospital of Sun Yat‐sen UniversityGuangzhou510120China
| | - Junfeng Deng
- Department of General SurgeryThe Third Affiliated Hospital of Sun Yat‐sen UniversityGuangzhou510120China
| | - Jiangbing Zhou
- Departments of Neurosurgery and of Biomedical EngineeringYale UniversityNew HavenCT06510USA
| | - Bo Liu
- Department of General SurgeryThe Third Affiliated Hospital of Sun Yat‐sen UniversityGuangzhou510120China
| | - Jie Liu
- School of Biomedical EngineeringSun Yat‐sen UniversityGuangzhouGuangdong510006China
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12
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Spectral photon-counting CT imaging of colorectal peritoneal metastases: initial experience in rats. Sci Rep 2020; 10:13394. [PMID: 32770125 PMCID: PMC7414131 DOI: 10.1038/s41598-020-70282-w] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2020] [Accepted: 07/23/2020] [Indexed: 12/16/2022] Open
Abstract
Computed tomography imaging plays a major role in the preoperative assessment of tumor burden by providing an accurate mapping of the distribution of peritoneal metastases (PM). Spectral Photon Counting Computed Tomography (SPCCT) is an innovative imaging modality that could overcome the current limitations of conventional CT, offering not only better spatial resolution but also better contrast resolution by allowing the discrimination of multiple contrast agents. Based on this capability, we tested the feasibility of SPCCT in the detection of PM at different time of tumor growth in 16 rats inoculated with CC531 cells using dual-contrast injection protocols in two compartments (i.e. intravenous iodine and intraperitoneal gadolinium or the reverse protocol), compared to surgery. For all peritoneal regions and for both protocols, sensitivity was 69%, specificity was 100% and accuracy was 80%, and the correlation with surgical exploration was strong (p = 0.97; p = 0.0001). No significant difference was found in terms of diagnostic performance, quality of peritoneal opacification or diagnostic quality between the 2 injection protocols. We also showed poor vascularization of peritoneal metastases by measuring low concentrations of contrast agent in the largest lesions using SPCCT, which was confirmed by immunohistochemical analyses. In conclusion, SPCCT using dual-contrast agent injection protocols in 2 compartments is a promising imaging modality to assess the extent of PM in a rat model.
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13
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Yan Q, Ertao Z, Zhimei Z, Weigang D, Jianjun P, Jianhui C, Chuangqi C. Systemic immune-inflammation index (SII): A More Promising Inflammation-Based Prognostic Marker for Patients with synchronic colorectal peritoneal carcinomatosis. J Cancer 2020; 11:5264-5272. [PMID: 32742472 PMCID: PMC7391211 DOI: 10.7150/jca.46446] [Citation(s) in RCA: 41] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2020] [Accepted: 06/24/2020] [Indexed: 12/13/2022] Open
Abstract
Objective: Synchronic colorectal peritoneal carcinomatosis (SCRPC) was recognized as a predictor of poor prognosis. The aim of this study was to investigate the role of neutrophil-to-lymphocyte ratio (NLR), platelet-to-lymphocyte ratio (PLR) and systemic immune-inflammation index (SII) on the survival outcome, which might help determine the treatment management of SCRPC patients. Methods: A total of 103 SCRPC patients following cytoreduction surgery (CRS) and systematic chemotherapy (CT) between 1997 and 2013 in the First Affiliated Hospital of Sun Yat-sen University were retrospectively analyzed. The comparison of the clinicopathological variables and systematic inflammatory biomarkers, including NLR, PLR and SII, was performed by Chi-test and Cox regression analysis. According to the results of multivariate analysis, a prognostic nomogram was generated, and its prediction ability was measured by the concordance index (C-index). The survival curves were generated using the Kaplan-Meier method and survival comparison between groups was conducted via the log-rank test. Results: Univariate analysis revealed that elevated NLR, PLR and SII were significantly correlate with worse survival outcome. Only low SII value was recognized as an independent favorable prognostic factor for overall survival (HR=1.772, 95% CI=1.015-3.095, P=0.044), except for NLR and PLR. The nomogram could perform well in the prediction of overall survival in SCRPC patients (c-index 0.782). Moreover, SII had strong prognostic discriminatory ability to predict survival outcome for the patients receiving completeness of cytoreduction score (CCR) 0/1 or CCR2/3, rather than NLR and PLR. Conclusions: SII was a better inflammation factor to predict the outcomes of SCRPC patients receiving CRS and systematic CT. Low SII value was the most favorable factor benefiting from different level of CRS and it was useful for determining the appropriate treatment strategy for SCRPC patients.
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Affiliation(s)
- Qian Yan
- Division of Gastrointestinal Surgery Center, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, China.,Gastric Cancer Center, Sun Yat-sen University, Guangzhou 510080, China
| | - Zhai Ertao
- Division of Gastrointestinal Surgery Center, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, China.,Gastric Cancer Center, Sun Yat-sen University, Guangzhou 510080, China
| | - Zhang Zhimei
- Department of Pathology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, China
| | - Dai Weigang
- Division of Gastrointestinal Surgery Center, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, China.,Gastric Cancer Center, Sun Yat-sen University, Guangzhou 510080, China
| | - Peng Jianjun
- Division of Gastrointestinal Surgery Center, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, China.,Gastric Cancer Center, Sun Yat-sen University, Guangzhou 510080, China
| | - Chen Jianhui
- Division of Gastrointestinal Surgery Center, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, China.,Gastric Cancer Center, Sun Yat-sen University, Guangzhou 510080, China
| | - Chen Chuangqi
- Gastric Cancer Center, Sun Yat-sen University, Guangzhou 510080, China
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14
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Ravn S, Christiansen CF, Hagemann-Madsen RH, Verwaal VJ, Iversen LH. The Validity of Registered Synchronous Peritoneal Metastases from Colorectal Cancer in the Danish Medical Registries. Clin Epidemiol 2020; 12:333-343. [PMID: 32273772 PMCID: PMC7108706 DOI: 10.2147/clep.s238193] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2019] [Accepted: 02/24/2020] [Indexed: 12/16/2022] Open
Abstract
Introduction Treatment options for peritoneal metastases (PM) from colorectal cancer (CRC) have increased, their efficiency should be monitored. For this purpose, register-based data on PM can be used, if valid. Purpose We aimed to evaluate the completeness and positive predictive value (PPV) of synchronous peritoneal metastases (S-PM) registered among CRC patients in the Danish National Patient Register (DNPR) and/or the Danish National Pathology Register (the DNPatR) using the Danish Colorectal Cancer Group database (DCCG) as a reference. Patients and Methods We identified Danish patients with newly diagnosed primary CRC in the DCCG during 2014–2015. S-PM were routinely registered in the DCCG. We excluded patients with non-CRC cancers and identified S-PM using all three registries. We estimated the completeness and the PPV of registered S-PM in the DNPR, the DNPatR and the DNPR and/or the DNPatR (DNPR/DNPatR) in combination using the DCCG as the reference. We stratified by age, gender, WHO performance status, tumour location and distant metastases to liver and/or lungs. Results We identified 9142 patients with CRC in DCCG. In DCCG, 366 patients were registered with S-PM, among whom 213 in DCCG only, whereas 153 in DCCG and in at least one of DNPR and/or DNPatR. In DNPR/DNPatR, S-PM was registered with a completeness of 42% [95% CI: 37–47] and a PPV of 60% [95% CI: 54–66]. In the DNPR only, the completeness was 32% [95% CI: 27–37] and the PPV 57% [95% CI: 50–64]. The completeness in the DNPatR was 19% [95% CI: 15–23] and the PPV was 76% [95% CI: 68–85]. In the DNPR/DNPatR patients aged <60 years (57% [95% CI: 46–69]), patients with WHO performance status 0 (46% [95% CI: 37–54]) and patients with no distant metastases (58% [95% CI: 50–65]) were registered with a higher completeness. Conclusion Our algorithm demonstrates that the DNPR/DNPatR captures less than half of CRC patients with S-PM. Potential candidates for curative treatment options are registered with a higher completeness. Clinicians should be encouraged to register the presence of S-PM to increase the validity of register-based S-PM data.
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Affiliation(s)
- Sissel Ravn
- Department of Surgery, Aarhus University Hospital, Aarhus, Denmark
| | | | | | - Victor J Verwaal
- Department of Surgery, Aarhus University Hospital, Aarhus, Denmark
| | - Lene H Iversen
- Department of Surgery, Aarhus University Hospital, Aarhus, Denmark.,Danish Colorectal Cancer Group (DCCG), Copenhagen, Denmark
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15
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Fields AC, Lu PW, Li GZ, Welten V, Jolissaint JS, Vierra BM, Saadat LV, Larson AC, Atkinson RB, Melnitchouk N. Current practices and future steps for hyperthermic intraperitoneal chemotherapy. Curr Probl Surg 2020; 57:100727. [PMID: 32151327 DOI: 10.1016/j.cpsurg.2019.100727] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2019] [Accepted: 12/23/2019] [Indexed: 11/20/2022]
Affiliation(s)
- Adam C Fields
- Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA.
| | - Pamela W Lu
- Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Center for Surgery and Public Health, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - George Z Li
- Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Vanessa Welten
- Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Joshua S Jolissaint
- Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | | | - Lily V Saadat
- Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Abby C Larson
- Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Rachel B Atkinson
- Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Center for Surgery and Public Health, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Nelya Melnitchouk
- Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA; Center for Surgery and Public Health, Brigham and Women's Hospital, Harvard Medical School, Boston, MA.
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16
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Non-medical caregivers and the use of intraperitoneal chemotherapy in the operating theatre: A survey on the perception of safety. J Visc Surg 2020; 157:461-467. [PMID: 32146147 DOI: 10.1016/j.jviscsurg.2020.02.005] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
BACKGROUND In the last two decades, intraperitoneal(IP) chemotherapy during surgery achieved recognition in the management of peritoneal metastases. Occupational hazard became a concern leading to standardized safety measures. The aim of this study is to evaluate the perceived level of information and protection among the non-medical caregivers involved in HIPEC and PIPAC in a high-volume center. METHODS All non-medical caregivers in the operating theatre of our institution were asked to answer a questionnaire between April and May 2018. The questionnaire included multiple choice questions and open questions structured in four parts: demographic variables, perceived level of information, perceived level of protection, interest in further education. RESULTS Forty-nine caregivers agreed to answer the questionnaire. All identified IP chemotherapy as an occupational risk. Thirty-eight persons (77.55%) trusted the protective value of safety measures during HIPEC compared to 32 (65.3%) during PIPAC. A total of 29 persons (59.18%) used some of the measures while 16 (32.65%) used all of them. Main reasons of non-use were slips and lapses (7 persons) and lack of comfort (4 persons). A total of 34 caregivers considered the level of information about safety protocols as good or very good (69%). A total of 46 persons considered the level of protection as satisfying or excellent (93.87%). A total of 36 (73.47%) interviewees expressed the need of receiving more information. CONCLUSIONS The present study shows that non-medical caregivers in the operating theatres are aware of the occupational hazards related to the use of IP chemotherapy. The use of protective measures is associated with decreased level of perceived risk. However there is a high need of continuous education on this subject for the involved personnel.
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17
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High-grade complication is associated with poor overall survival after cytoreductive surgery and hyperthermic intraperitoneal chemotherapy. Int J Clin Oncol 2020; 25:984-994. [PMID: 31915944 DOI: 10.1007/s10147-019-01609-5] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2019] [Accepted: 12/21/2019] [Indexed: 12/14/2022]
Abstract
BACKGROUND Cytoreductive surgery (CRS) and hyperthermic intraperitoneal chemotherapy (HIPEC) is increasingly used in peritoneal carcinomatosis (PC) management. This modality is criticized for its high morbidity and mortality. We evaluate the morbidity and mortality of patients undergoing this procedure in our institution. METHODS A review of our institution's database was performed. All patients who underwent CRS/HIPEC between July 2011 and March 2018 were divided into three groups: no, low-grade, and high-grade complications. Prognostic factors were determined with Cox regression, while morbidity risk factors were analyzed using multinomial logistic regression. RESULTS 225 consecutive patients underwent CRS/HIPEC. The most common primary cancer types were colorectal (35.1%), appendiceal (25.8%), and ovarian (22.2%). Median age was 55 years old (range 14-77), and patients were typically female (68.0%). 38.7% developed low-grade complications and 14.7% had high-grade complications. No 30-day mortality was observed. Different tumor origins are associated with significant differences in overall survival (p < 0.001). Patients without complications had significantly better survival than those with high-grade complications (HR 0.35, 95% CI 0.15-0.81, p < 0.001). Males were more likely to develop low-grade complications (OR 3.30, 95% CI 1.31-8.30, p = 0.011). Intra-operative blood loss was associated with greater odds of developing any post-operative complications (OR 1.001, 95% CI 1.0003-1.002, p = 0.007; and OR 1.002, 95% CI 1.001-1.002, p < 0.001, for low and high grade, respectively). CONCLUSION Presence of high-grade complication was associated with poorer survival in patients after CRS/HIPEC. Pre-operative careful assessment of patients is pivotal to ensure favorable patient outcome following this complex procedure.
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