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Cui Y, Zhong Q, Sun D, Chen Y, Jiang Z, Yang X, Shen Z, Sun Y, Yin M, Liang B, Zhu X, Guo X, Ye Y. Evaluation of histopathological response to neoadjuvant therapy in rectal cancer using slide-free, stain-free multimodal multiphoton microscopy. JOURNAL OF BIOPHOTONICS 2022; 15:e202200079. [PMID: 35771360 DOI: 10.1002/jbio.202200079] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/22/2022] [Revised: 06/28/2022] [Accepted: 06/29/2022] [Indexed: 06/15/2023]
Abstract
Neoadjuvant therapy has become a standard treatment for patients with locally advanced rectal cancer to achieve better prognostic outcomes. The response to treatment has been shown to correlate closely with the prognosis. However, current evaluation systems only provide coarse assessment on limited information, due to the lack of accurate and reproducible approach for quantitation of different types of responses. In this study, a novel stain-free, slide-free multimodal multiphoton microscopy imaging technique was applied to image rectal cancer tissues after neoadjuvant therapies with high resolution and contrast. Qualitative and quantitative evaluation of tumor, stromal, and inflammatory responses were demonstrated which are consistent with current tumor regression grading system using American Joint Committee on Cancer criteria, showing the great potential of such approach to build a more informative grading system for accurate and standardizable assessment of neoadjuvant therapy in rectal cancer.
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Affiliation(s)
- Yancheng Cui
- Department of Gastrointestinal Surgery, Peking University People' Hospital, Beijing, China
| | - Qinghua Zhong
- Department of Endoscopic Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Dawei Sun
- Department of Gastrointestinal Surgery, Shengli Oilfield Central Hospital, Dongying, China
| | - Yan Chen
- Femtosecond Application and Research (Guangzhou), Guangzhou, China
| | - Zhe Jiang
- Femtosecond Application and Research (Guangzhou), Guangzhou, China
| | - Xiaodong Yang
- Department of Gastrointestinal Surgery, Peking University People' Hospital, Beijing, China
| | - Zhanlong Shen
- Department of Gastrointestinal Surgery, Peking University People' Hospital, Beijing, China
| | - Yunhua Sun
- Femtosecond Application and Research (Guangzhou), Guangzhou, China
| | - Mujun Yin
- Department of Gastrointestinal Surgery, Peking University People' Hospital, Beijing, China
| | - Bin Liang
- Department of Gastrointestinal Surgery, Peking University People' Hospital, Beijing, China
| | - Xin Zhu
- Femtosecond Application and Research (Guangzhou), Guangzhou, China
| | - Xuefeng Guo
- Department of Endoscopic Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Yingjiang Ye
- Department of Gastrointestinal Surgery, Peking University People' Hospital, Beijing, China
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2
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Qin X, Zhao M, Deng W, Huang Y, Cheng Z, Chung JPW, Chen X, Yang K, Chan DYL, Wang H. Development and Validation of a Novel Prognostic Nomogram Combined With Desmoplastic Reaction for Synchronous Colorectal Peritoneal Metastasis. Front Oncol 2022; 12:826830. [PMID: 35359399 PMCID: PMC8963183 DOI: 10.3389/fonc.2022.826830] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2021] [Accepted: 02/15/2022] [Indexed: 11/13/2022] Open
Abstract
PurposeThe prognostic value of desmoplastic reaction (DR) has not been investigated in colorectal cancer (CRC) patients with synchronous peritoneal metastasis (SPM). The present study aimed to identify whether DR can predict overall survival (OS) and develop a novel prognostic nomogram.MethodsCRC patients with SPM were enrolled from a single center between July 2007 and July 2019. DR patterns in primary tumors were classified as mature, intermediate, or immature according to the existence and absence of keloid-like collagen or myxoid stroma. Cox regression analysis was used to identify independent factors associated with OS and a nomogram was developed subsequently.ResultsOne hundred ninety-eight and 99 patients were randomly allocated into the training and validation groups. The median OS in the training group was 36, 25, and 12 months in mature, intermediate, and immature DR categories, respectively. Age, T stage, extraperitoneal metastasis, differentiation, cytoreductive surgery (CRS), hyperthermic intraperitoneal chemotherapy (HIPEC), and DR categorization were independent variables for OS, based on which the nomogram was developed. The C-index of the nomogram in the training and validation groups was 0.773 (95% CI 0.734–0.812) and 0.767 (95% CI 0.708–0.826). The calibration plots showed satisfactory agreement between the actual outcome and nomogram-predicted OS probabilities in the training and validation cohorts.ConclusionsDR classification in the primary tumor is a potential prognostic index for CRC patients with SPM. The novel prognostic nomogram combined with DR classification has good discrimination and accuracy in predicting the OS for CRC patients with SPM.
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Affiliation(s)
- Xiusen Qin
- Department of Colorectal Surgery, The Sixth Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
- Guangdong Institute of Gastroenterology, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, Supported by the National Key Clinical Discipline, The Sixth Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Mingpeng Zhao
- Assisted Reproductive Technology Unit, Department of Obstetrics and Gynaecology, Faculty of Medicine, Chinese University of Hong Kong, Hong Kong, Hong Kong SAR, China
| | - Weihao Deng
- Department of Pathology, The Sixth Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Yan Huang
- Department of Pathology, The Sixth Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Zhiqiang Cheng
- Department of Pathology, The Sixth Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Jacqueline Pui Wah Chung
- Assisted Reproductive Technology Unit, Department of Obstetrics and Gynaecology, Faculty of Medicine, Chinese University of Hong Kong, Hong Kong, Hong Kong SAR, China
| | - Xufei Chen
- Department of Obstetrics and Gynaecology, Songshan Lake Central Hospital, Affiliated Dongguan Shilong People’s Hospital of Southern Medical University, Dongguan, China
| | - Keli Yang
- Department of Colorectal Surgery, The Sixth Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
- Guangdong Institute of Gastroenterology, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, Supported by the National Key Clinical Discipline, The Sixth Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
- *Correspondence: Keli Yang, ; David Yiu Leung Chan, ; Hui Wang,
| | - David Yiu Leung Chan
- Assisted Reproductive Technology Unit, Department of Obstetrics and Gynaecology, Faculty of Medicine, Chinese University of Hong Kong, Hong Kong, Hong Kong SAR, China
- *Correspondence: Keli Yang, ; David Yiu Leung Chan, ; Hui Wang,
| | - Hui Wang
- Department of Colorectal Surgery, The Sixth Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
- Guangdong Institute of Gastroenterology, Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, Supported by the National Key Clinical Discipline, The Sixth Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
- *Correspondence: Keli Yang, ; David Yiu Leung Chan, ; Hui Wang,
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3
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Kumar N, Verma R, Chen C, Lu C, Fu P, Willis J, Madabhushi A. Computer extracted features of nuclear morphology in hematoxylin and eosin images distinguish Stage II and IV colon tumors. J Pathol 2022; 257:17-28. [PMID: 35007352 PMCID: PMC9007877 DOI: 10.1002/path.5864] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2021] [Revised: 12/15/2021] [Accepted: 01/07/2022] [Indexed: 11/12/2022]
Abstract
We assessed the utility of quantitative features of colon cancer nuclei, extracted from digitized hematoxylin and eosin-stained whole slide images (WSIs), to distinguish between Stage II from Stage IV colon cancers. Our discovery cohort comprised 100 Stage II and Stage IV colon cancer cases sourced from the University Hospitals Cleveland Medical Center (UHCMC). We performed initial (independent) model validation on 51 (143) Stage II and 79 (54) Stage IV colon cancer cases from UHCMC (The Cancer Genome Atlas's Colon Adenocarcinoma, TCGA-COAD, cohort). Our approach comprised the following steps, (1) a fully convolutional deep neural network with VGG-18 architecture was trained to locate cancer on WSIs, (2) another deep-learning model based on Mask-RCNN with Resnet-50 architecture was used to segment all nuclei from within the identified cancer region, (3) a total of 26,641 quantitative morphometric features pertaining to nuclear shape, size, and texture were extracted from within and outside tumor nuclei, (4) a random forest classifier was trained to distinguish between Stage II and Stage IV colon cancers using the 5 most discriminatory features selected by the Wilcoxon rank-sum test. Our trained classifier using these top 5 features yielded an AUC of 0.81 and 0.78, respectively, on the held-out cases in UHCMC and TCGA validation sets. For 197 TCGA-COAD cases, the Cox-proportional hazards model yielded a hazard ratio of 2.20 (95% CI: 1.24-3.88) with a concordance index of 0.71 using only top-five features for risk stratification of overall survival. The Kaplan-Meier estimate also showed statistically significant separation between the low-risk and high-risk patients with a log-rank p-value of 0.0097. Finally, unsupervised clustering of the top-five features revealed that Stage IV colon cancers with peritoneal spread were morphologically more similar to Stage II colon cancers with no long-term metastases than Stage IV colon cancers with hematogenous spread. This article is protected by copyright. All rights reserved.
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Affiliation(s)
- Neeraj Kumar
- Department of Computing Science, University of Alberta and Alberta Machine Intelligence Institute, Alberta, Canada
| | - Ruchika Verma
- Department of Biomedical Engineering, Case Western Reserve University, Ohio, USA
| | - Chuheng Chen
- Department of Biomedical Engineering, Case Western Reserve University, Ohio, USA
| | - Cheng Lu
- Department of Biomedical Engineering, Case Western Reserve University, Ohio, USA
| | - Pingfu Fu
- Department of Population and Quantitative Health Sciences, Case Western Reserve University, Ohio, USA
| | - Joseph Willis
- Department of Pathology, Case Western Reserve University.,University Hospitals Cleveland Medical Center, Ohio, USA
| | - Anant Madabhushi
- Department of Biomedical Engineering, Case Western Reserve University, Ohio, USA.,Louis Stokes Cleveland Veterans Administration Medical Center, Cleveland, Ohio, USA
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Prognostic value of desmoplastic reaction characterisation in stage II colon cancer: prospective validation in a Phase 3 study (SACURA Trial). Br J Cancer 2021; 124:1088-1097. [PMID: 33414540 PMCID: PMC7960987 DOI: 10.1038/s41416-020-01222-8] [Citation(s) in RCA: 54] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2020] [Revised: 11/17/2020] [Accepted: 12/02/2020] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND The characterisation of desmoplastic reaction (DR) has emerged as a new, independent prognostic determinant in colorectal cancer. Herein, we report the validation of its prognostic value in a randomised controlled study (SACURA trial). METHODS The study included 991 stage II colon cancer patients. DR was classified by the central review as Mature, Intermediate or Immature based on the presence of hyalinised collagen bundles and myxoid stroma at the desmoplastic front. All clinical and pathological data, including DR characterisations, were prospectively recorded and analysed 5 years after the completion of the registration. RESULTS The five-year relapse-free survival (RFS) rate was the highest in the Mature group (N = 638), followed by the Intermediate (N = 294) and Immature groups (N = 59). Multivariate analysis revealed that DR classification was an independent prognostic factor, and based on Harrell's C-index, the Cox model for predicting RFS was significantly improved by including DR. In the conditional inference tree analysis, DR categorisation was the first split factor for predicting RFS, followed by T-stage, microsatellite instability status and budding. CONCLUSIONS Histological categorisation of DR provides important prognostic information that could contribute to the efficient selection of stage II colon cancer patients who would benefit from postoperative adjuvant therapy.
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Sirinukunwattana K, Snead D, Epstein D, Aftab Z, Mujeeb I, Tsang YW, Cree I, Rajpoot N. Novel digital signatures of tissue phenotypes for predicting distant metastasis in colorectal cancer. Sci Rep 2018; 8:13692. [PMID: 30209315 PMCID: PMC6135776 DOI: 10.1038/s41598-018-31799-3] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2018] [Accepted: 08/07/2018] [Indexed: 12/18/2022] Open
Abstract
Distant metastasis is the major cause of death in colorectal cancer (CRC). Patients at high risk of developing distant metastasis could benefit from appropriate adjuvant and follow-up treatments if stratified accurately at an early stage of the disease. Studies have increasingly recognized the role of diverse cellular components within the tumor microenvironment in the development and progression of CRC tumors. In this paper, we show that automated analysis of digitized images from locally advanced colorectal cancer tissue slides can provide estimate of risk of distant metastasis on the basis of novel tissue phenotypic signatures of the tumor microenvironment. Specifically, we determine what cell types are found in the vicinity of other cell types, and in what numbers, rather than concentrating exclusively on the cancerous cells. We then extract novel tissue phenotypic signatures using statistical measurements about tissue composition. Such signatures can underpin clinical decisions about the advisability of various types of adjuvant therapy.
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Affiliation(s)
| | - David Snead
- Department of Pathology, University Hospitals Coventry and Warwickshire, Coventry, UK
| | - David Epstein
- Mathematics Institute, University of Warwick, Coventry, UK
| | - Zia Aftab
- Hamad Medical Corporation, Doha, Qatar
| | | | - Yee Wah Tsang
- Department of Pathology, University Hospitals Coventry and Warwickshire, Coventry, UK
| | - Ian Cree
- International Agency for Research on Cancer, Lyon, France
| | - Nasir Rajpoot
- Department of Pathology, University Hospitals Coventry and Warwickshire, Coventry, UK.
- Department of Computer Science, University of Warwick, Coventry, UK.
- The Alan Turing Institute, London, UK.
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Brudno Y, Pezone MJ, Snyder TK, Uzun O, Moody CT, Aizenberg M, Mooney DJ. Replenishable drug depot to combat post-resection cancer recurrence. Biomaterials 2018; 178:373-382. [PMID: 29779862 PMCID: PMC6075722 DOI: 10.1016/j.biomaterials.2018.05.005] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2018] [Revised: 04/16/2018] [Accepted: 05/03/2018] [Indexed: 01/05/2023]
Abstract
Local drug presentation made possible by drug-eluting depots has demonstrated benefits in a vast array of diseases, including in cancer, microbial infection and in wound healing. However, locally-eluting depots are single-use systems that cannot be refilled or reused after implantation at inaccessible sites, limiting their clinical utility. New strategies to noninvasively refill drug-eluting depots could dramatically enhance their clinical use. In this report we present a refillable hydrogel depot system based on bioorthogonal click chemistry. The click-modified hydrogel depots capture prodrug refills from the blood and subsequently release active drugs locally in a sustained manner. Capture of the systemically-administered refills serves as an efficient and non-toxic method to repeatedly refill depots. Refillable depots in combination with prodrug refills achieve sustained release at precancerous tumor sites to improve cancer therapy while eliminating systemic side effects. The ability to target tissues without enhanced permeability could allow the use of refillable depots in cancer and many other medical applications.
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Affiliation(s)
- Yevgeny Brudno
- Wyss Institute for Biologically Inspired Engineering, Harvard University, 3 Blackfan Cir., Boston, MA 02115, USA; School of Engineering and Applied Sciences, Harvard University, 29 Oxford St., Cambridge, MA 02138, USA; Joint Department of Biomedical Engineering, University of North Carolina and North Carolina State University, 911 Oval Drive, Raleigh, NC 27695, USA; Lineberger Comprehensive Cancer Center, University of North Carolina - Chapel Hill, 450 West Dr, Chapel Hill, NC 27599, USA
| | - Matthew J Pezone
- Wyss Institute for Biologically Inspired Engineering, Harvard University, 3 Blackfan Cir., Boston, MA 02115, USA
| | - Tracy K Snyder
- Wyss Institute for Biologically Inspired Engineering, Harvard University, 3 Blackfan Cir., Boston, MA 02115, USA
| | - Oktay Uzun
- Wyss Institute for Biologically Inspired Engineering, Harvard University, 3 Blackfan Cir., Boston, MA 02115, USA
| | - Christopher T Moody
- Joint Department of Biomedical Engineering, University of North Carolina and North Carolina State University, 911 Oval Drive, Raleigh, NC 27695, USA
| | - Michael Aizenberg
- Wyss Institute for Biologically Inspired Engineering, Harvard University, 3 Blackfan Cir., Boston, MA 02115, USA
| | - David J Mooney
- Wyss Institute for Biologically Inspired Engineering, Harvard University, 3 Blackfan Cir., Boston, MA 02115, USA; School of Engineering and Applied Sciences, Harvard University, 29 Oxford St., Cambridge, MA 02138, USA.
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7
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Abstract
Tissues contain multiple different cell types and can be considered to be heterocellular systems. Signaling between different cells allows tissues to achieve phenotypes that no cell type can achieve in isolation. Such emergent tissue-level phenotypes can be said to 'supervene upon' heterocellular signaling. It is proposed here that cancer is also an emergent phenotype that supervenes upon heterocellular signaling. Using colorectal cancer (CRC) as an example, I review how heterotypic cells differentially communicate to support emergent malignancy. Studying tumors as integrated heterocellular systems - rather than as solitary expansions of mutated cells - may reveal novel ways to treat cancer.
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8
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Ferrer-Mayorga G, Gómez-López G, Barbáchano A, Fernández-Barral A, Peña C, Pisano DG, Cantero R, Rojo F, Muñoz A, Larriba MJ. Vitamin D receptor expression and associated gene signature in tumour stromal fibroblasts predict clinical outcome in colorectal cancer. Gut 2017; 66:1449-1462. [PMID: 27053631 PMCID: PMC5530491 DOI: 10.1136/gutjnl-2015-310977] [Citation(s) in RCA: 124] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/27/2015] [Revised: 03/08/2016] [Accepted: 03/15/2016] [Indexed: 01/05/2023]
Abstract
OBJECTIVE Colorectal cancer (CRC) is a major health concern. Vitamin D deficiency is associated with high CRC incidence and mortality, suggesting a protective effect of vitamin D against this disease. Given the strong influence of tumour stroma on cancer progression, we investigated the potential effects of the active vitamin D metabolite 1α,25-dihydroxyvitamin D3 (1,25(OH)2D3) on CRC stroma. DESIGN Expression of vitamin D receptor (VDR) and two 1,25(OH)2D3 target genes was analysed in 658 patients with CRC with prolonged clinical follow-up. 1,25(OH)2D3 effects on primary cultures of patient-derived colon normal fibroblasts (NFs) and cancer-associated fibroblasts (CAFs) were studied using collagen gel contraction and migration assays and global gene expression analyses. Publicly available data sets (n=877) were used to correlate the 1,25(OH)2D3-associated gene signature in CAFs with CRC outcome. RESULTS High VDR expression in tumour stromal fibroblasts was associated with better overall survival (OS) and progression-free survival in CRC, independently of its expression in carcinoma cells. 1,25(OH)2D3 inhibited the protumoural activation of NFs and CAFs and imposed in CAFs a 1,25(OH)2D3-associated gene signature that correlated with longer OS and disease-free survival in CRC. Furthermore, expression of two genes from the signature, CD82 and S100A4, correlated with stromal VDR expression and clinical outcome in our cohort of patients with CRC. CONCLUSIONS 1,25(OH)2D3 has protective effects against CRC through the regulation of stromal fibroblasts. Accordingly, expression of VDR and 1,25(OH)2D3-associated gene signature in stromal fibroblasts predicts a favourable clinical outcome in CRC. Therefore, treatment of patients with CRC with VDR agonists could be explored even in the absence of VDR expression in carcinoma cells.
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Affiliation(s)
- Gemma Ferrer-Mayorga
- Department of Cancer Biology, Instituto de Investigaciones Biomédicas “Alberto Sols”, Consejo Superior de Investigaciones Científicas, Universidad Autónoma de Madrid, IdiPAZ, Madrid, Spain
| | - Gonzalo Gómez-López
- Bioinformatics Unit, Structural Biology and Biocomputing Programme, Spanish National Cancer Research Centre, Madrid, Spain
| | - Antonio Barbáchano
- Department of Cancer Biology, Instituto de Investigaciones Biomédicas “Alberto Sols”, Consejo Superior de Investigaciones Científicas, Universidad Autónoma de Madrid, IdiPAZ, Madrid, Spain
| | - Asunción Fernández-Barral
- Department of Cancer Biology, Instituto de Investigaciones Biomédicas “Alberto Sols”, Consejo Superior de Investigaciones Científicas, Universidad Autónoma de Madrid, IdiPAZ, Madrid, Spain
| | - Cristina Peña
- Department of Medical Oncology, Hospital Universitario Puerta de Hierro Majadahonda, Majadahonda, Spain
| | - David G Pisano
- Bioinformatics Unit, Structural Biology and Biocomputing Programme, Spanish National Cancer Research Centre, Madrid, Spain
| | - Ramón Cantero
- Colorectal Unit, Department of Surgery, La Paz University Hospital, IdiPAZ, Madrid, Spain
| | - Federico Rojo
- Department of Pathology, Instituto de Investigación Sanitaria-Fundación Jiménez Díaz, Madrid, Spain
| | - Alberto Muñoz
- Department of Cancer Biology, Instituto de Investigaciones Biomédicas “Alberto Sols”, Consejo Superior de Investigaciones Científicas, Universidad Autónoma de Madrid, IdiPAZ, Madrid, Spain
| | - María Jesús Larriba
- Department of Cancer Biology, Instituto de Investigaciones Biomédicas “Alberto Sols”, Consejo Superior de Investigaciones Científicas, Universidad Autónoma de Madrid, IdiPAZ, Madrid, Spain
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Jakubowska K, Kisielewski W, Kańczuga-Koda L, Koda M, Famulski W. Diagnostic value of inflammatory cell infiltrates, tumor stroma percentage and disease-free survival in patients with colorectal cancer. Oncol Lett 2017; 14:3869-3877. [PMID: 28927159 DOI: 10.3892/ol.2017.6639] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2017] [Accepted: 06/26/2017] [Indexed: 12/23/2022] Open
Abstract
The anticancer immune defense mechanism involves humoral and cellular responses. The main effector mechanisms of antitumor responses involve the following: the activity of cytotoxic T cells; the activation of macrophages and neutrophils; the activity of cytokines secreted by T cells; and natural killer cell activity. Selected cell populations are responsible for the stimulation or suppression of the immune system against tumor cells. Therefore, the aim of the present study was to evaluate the location, extent and composition of the cellular inflammatory infiltration of tumors in patients with colorectal cancer (CRC). In addition, the correlation between cellular inflammatory infiltration, and anatomoclinical and histopathological features of patients was evaluated. The study involved 160 patients diagnosed with primary operable CRC. The local inflammatory infiltrate was assessed in the invasive front and center of the tumor using light microscopy with hematoxylin and eosin (H&E) staining, according to the Klintrup-Makinen criteria, tumor stroma percentage, and Glasgow microenvironment score. The inflammatory infiltrate in the invasive front of the tumor was correlated with gender (P=0.018), the invasion of blood vessels (P=0.020) and lymph vessels (P=0.038), the presence of tumor-infiltrating lymphocytes in the invasive front (P=0.033) and center (P<0.001) of the tumor, fibrosis (P<0.001), and the degree of desmoplasmic stroma (P=0.004). In contrast, inflammatory infiltration in the center of the tumor was associated with the tumor node metastasis stage (P=0.012), Dukes' stage (P=0.009), primary tumor stage (P=0.036), lymph node status (P=0.005), number of lymph nodes (P=0.006), invasion of lymph node pouches (P=0.021), size of lymph node metastasis (P=0.025) and the degree of desmoplasmic stroma (P=0.002). The low-group, who demonstrated an absent or weak inflammatory cell infiltrate in the invasive front of the tumor, had a statistically significant shorter disease-free survival (DFS) time (P=0.004). Inflammatory cell infiltrate in the invasive front was identified as an independent predictive factor in CRC (P=0.041). In conclusion, the degree of inflammatory cell infiltration in the invasive front of the primary tumor significantly affects various variables that determine disease progression and DFS rates of patients with CRC. Furthermore, the routine histopathological assessment of this parameter in tissue stained with H&E may have potential prognostic value.
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Affiliation(s)
| | - Wojciech Kisielewski
- Department of Medical Pathomorphology, Medical University of Bialystok, Bialystok, Poland
| | - Luiza Kańczuga-Koda
- Department of Pathomorphology, Comprehensive Cancer Center, Bialystok, Poland
| | - Mariusz Koda
- Department of General Pathomorphology, Medical University of Bialystok, Bialystok, Poland
| | - Waldemar Famulski
- Department of Pathomorphology, Comprehensive Cancer Center, Bialystok, Poland.,Department of Medical Pathomorphology, Medical University of Bialystok, Bialystok, Poland
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10
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de Wit M, Carvalho B, Delis-van Diemen PM, van Alphen C, Beliën JAM, Meijer GA, Fijneman RJA. Lumican and versican protein expression are associated with colorectal adenoma-to-carcinoma progression. PLoS One 2017; 12:e0174768. [PMID: 28481899 PMCID: PMC5421768 DOI: 10.1371/journal.pone.0174768] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2016] [Accepted: 03/15/2017] [Indexed: 11/22/2022] Open
Abstract
Background One prominent event associated with colorectal adenoma-to-carcinoma progression is genomic instability. Approximately 85% of colorectal cancer cases exhibit chromosomal instability characterized by accumulation of chromosome copy number aberrations (CNAs). Adenomas with gain of chromosome 8q, 13q, and/or 20q are at high risk of progression to cancer. Tumor progression is also associated with expansion of the extracellular matrix (ECM) and the activation of non-malignant cells within the tumor stroma. The glycoproteins versican and lumican are overexpressed at the mRNA level in colon carcinomas compared to adenomas, and are associated with the formation of tumor stroma. Purpose The aim of this study was to characterize versican and lumican protein expression in tumor progression and investigate their association with CNAs commonly associated with adenoma-to-carcinoma progression. Methods Tissue microarrays were constructed with colon adenomas and carcinomas that were characterized for MSI-status and DNA copy number gains of chromosomes 8q, 13q and 20q. Sections were immunohistochemically stained for lumican and versican. Protein expression levels were evaluated using digitized slides, and scores were finally dichotomized into a positive or negative score per sample. Results Lumican and versican expression were both observed in neoplastic cells and in the tumor stroma of colon adenomas and carcinomas. Lumican expression was more frequently present in epithelial cells of carcinomas than adenomas (49% versus 18%; P = 0.0001) and in high-risk adenomas and carcinomas combined compared to low-risk adenomas (43% versus 16%; P = 0.005). Versican staining in the tumor stroma was more often present in high-risk adenomas combined with carcinomas compared to low-risk adenomas (57% versus 36%; P = 0.03) and was associated with the presence of gain of 13q (71% versus 44%; P = 0.04). Conclusion Epithelial lumican and stromal versican protein expression are increased during colorectal adenoma-to-carcinoma progression.
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Affiliation(s)
- Meike de Wit
- Department of Pathology, Netherlands Cancer Institute, Amsterdam, the Netherlands
- Department of Pathology, VU University Medical Center, Amsterdam, the Netherlands
| | - Beatriz Carvalho
- Department of Pathology, Netherlands Cancer Institute, Amsterdam, the Netherlands
- Department of Pathology, VU University Medical Center, Amsterdam, the Netherlands
| | - Pien M. Delis-van Diemen
- Department of Pathology, Netherlands Cancer Institute, Amsterdam, the Netherlands
- Department of Pathology, VU University Medical Center, Amsterdam, the Netherlands
| | - Carolien van Alphen
- Department of Medical Oncology, VU University Medical Center, Amsterdam, the Netherlands
| | - Jeroen A. M. Beliën
- Department of Pathology, VU University Medical Center, Amsterdam, the Netherlands
| | - Gerrit A. Meijer
- Department of Pathology, Netherlands Cancer Institute, Amsterdam, the Netherlands
- Department of Pathology, VU University Medical Center, Amsterdam, the Netherlands
| | - Remond J. A. Fijneman
- Department of Pathology, Netherlands Cancer Institute, Amsterdam, the Netherlands
- Department of Pathology, VU University Medical Center, Amsterdam, the Netherlands
- * E-mail:
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11
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Čunderlíková B. Clinical significance of immunohistochemically detected extracellular matrix proteins and their spatial distribution in primary cancer. Crit Rev Oncol Hematol 2016; 105:127-44. [DOI: 10.1016/j.critrevonc.2016.04.017] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2015] [Revised: 04/03/2016] [Accepted: 04/27/2016] [Indexed: 02/07/2023] Open
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12
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Abstract
Reciprocal interactions between tumor and stromal cells propel cancer progression and metastasis. A complete understanding of the complex contributions of the tumor stroma to cancer progression necessitates a careful examination of the extracellular matrix (ECM), which is largely synthesized and modulated by cancer-associated fibroblasts. This structurally supportive meshwork serves as a signaling scaffold for a myriad of biologic processes and responses favoring tumor progression. The ECM is a repository for growth factors and cytokines that promote tumor growth, proliferation, and metastasis through diverse interactions with soluble and insoluble ECM components. Growth factors activated by proteases are involved in the initiation of cell signaling pathways essential to invasion and survival. Various transmembrane proteins produced by the cancer stroma bind the collagen and fibronectin-rich matrix to induce proliferation, adhesion, and migration of cancer cells, as well as protease activation. Integrins are critical liaisons between tumor cells and the surrounding stroma, and with their mechano-sensing ability, induce cell signaling pathways associated with contractility and migration. Proteoglycans also bind and interact with various matrix proteins in the tumor microenvironment to promote cancer progression. Together, these components function to mediate cross-talk between tumor cells and fibroblasts ultimately to promote tumor survival and metastasis. These stromal factors, which may be expressed differentially according to cancer stage, have prognostic utility and potential. This review examines changes in the ECM of cancer-associated fibroblasts induced through carcinogenesis, and the impact of these changes on cancer progression. The implication is that cancer progression, even in epithelial cancers, may be based in large part on changes in signaling from cancer-associated stromal cells. These changes may provide early prognostic indicators to further stratify patients during treatment or alter the timing of their follow-up visits and observations.
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Affiliation(s)
- Fayth L Miles
- Center for Translational Cancer Research, University of Delaware, 326 Wolf Hall, Biology, Newark, DE 19716.
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Koskensalo S, Hagström J, Linder N, Lundin M, Sorsa T, Louhimo J, Haglund C. Lack of MMP-9 expression is a marker for poor prognosis in Dukes' B colorectal cancer. BMC Clin Pathol 2012; 12:24. [PMID: 23216739 PMCID: PMC3538073 DOI: 10.1186/1472-6890-12-24] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2012] [Accepted: 11/29/2012] [Indexed: 12/11/2022] Open
Abstract
Background Matrix metalloproteinases (MMPs) play a role in cancer progression by degrading extracellular matrix and basement membranes, assisting in tumour neovascularization and in supporting immune response in cancer. Methods We studied the prognostic value of immunohistochemical expression of MMP-2, MMP-8, and MMP-9 in a series of 619 colorectal cancer patients using tissue microarray specimens. Results Of the samples, 56% were positive for MMP-2, 78% for MMP-8, and 60% for MMP-9. MMP-9 associated with low WHO grade (p < 0.001). In univariate analysis of Dukes’ B tumours, MMP-9 negativity associated with poor survival (p = 0.018), and MMP-9 positivity was an independent prognostic marker in multivariate analysis of these tumours (p = 0.034). Conclusion Negative MMP-9 expression can predict poor prognosis in Dukes’ B colorectal tumours and may prove useful for identifying patients, who should be offered adjuvant treatment.
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Affiliation(s)
- Selja Koskensalo
- Department of Surgery, Helsinki University Central Hospital, P,O, Box 440, 00029 HUS, Helsinki, Finland.
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de Wit M, Belt EJT, Delis-van Diemen PM, Carvalho B, Coupé VMH, Stockmann HBAC, Bril H, Beliën JAM, Fijneman RJA, Meijer GA. Lumican and versican are associated with good outcome in stage II and III colon cancer. Ann Surg Oncol 2012; 20 Suppl 3:S348-59. [PMID: 22711178 PMCID: PMC3857876 DOI: 10.1245/s10434-012-2441-0] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2011] [Indexed: 12/29/2022]
Abstract
BACKGROUND Tumor stroma plays an important role in the progression and metastasis of colon cancer. The glycoproteins versican and lumican are overexpressed in colon carcinomas and are associated with the formation of tumor stroma. The aim of the present study was to investigate the potential prognostic value of versican and lumican expression in the epithelial and stromal compartment of Union for International Cancer Control (UICC) stage II and III colon cancer. METHODS Clinicopathological data and tissue samples were collected from stage II (n = 226) and stage III (n = 160) colon cancer patients. Tissue microarrays were constructed with cores taken from both the center and the periphery of the tumor. These were immunohistochemically stained for lumican and versican. Expression levels were scored on digitized slides. Statistical evaluation was performed. RESULTS Versican expression by epithelial cells in the periphery of the tumor, i.e., near the invasive front, was correlated to a longer disease-free survival for the whole cohort (P = 0.01), stage III patients only (P = 0.01), stage III patients with microsatellite-instable tumors (P = 0.04), and stage III patients with microsatellite-stable tumors who did not receive adjuvant chemotherapy (P = 0.006). Lumican expression in epithelial cells overall in the tumor was correlated to a longer disease-specific survival in stage II patients (P = 0.05) and to a longer disease-free survival and disease-specific survival in microsatellite-stable stage II patients (P = 0.02 and P = 0.004). CONCLUSIONS Protein expression of versican and lumican predicted good clinical outcome for stage III and II colon cancer patients, respectively.
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Affiliation(s)
- Meike de Wit
- Department of Pathology, VU University Medical Center, Amsterdam, The Netherlands
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Conti J, Thomas G. The role of tumour stroma in colorectal cancer invasion and metastasis. Cancers (Basel) 2011; 3:2160-8. [PMID: 24212801 PMCID: PMC3757409 DOI: 10.3390/cancers3022160] [Citation(s) in RCA: 46] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2011] [Revised: 04/05/2011] [Accepted: 04/06/2011] [Indexed: 01/14/2023] Open
Abstract
Colorectal cancer (CRC) is a major cause of mortality in western society with a 5-year survival of approximately 50%. Metastasis to the liver and lungs is the principal cause of death and occurs in up to 25% of patients at presentation. Despite advances in available techniques for treating metastases, the majority of patients remain incurable and existing adjuvant therapies such as chemotherapy are only of limited effectiveness. Understanding the molecular mechanisms underlying the metastatic process may allow us to identify those at greatest risk of recurrence and discover new tumour targets to prevent disease progression. It is now apparent that tumour stroma plays an important role in promoting tumour progression. A pronounced desmoplastic reaction was associated with a reduced immune response and has been shown to be an independent poor prognostic indicator in CRC and cancer recurrence. Determining the cause(s) and effect(s) of this stromal response will further our understanding of tumour cell/stromal interactions, and will help us identify prognostic indicators for patients with CRC. This will not only allow us to target our existing treatments more effectively, we also aim to identify novel and more specific therapeutic targets for the treatment of CRC which will add to our current therapeutic options.
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Affiliation(s)
- John Conti
- Cancer Sciences Division, Southampton University, Somers Building, Southampton General Hospital, Mailpoint 824, Tremona Road, Southampton SO16 6YD, UK.
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Caporale A, Bonapasta SA, Scarpini M, Ciardi A, Vestri A, Ruperto M, Giuliani A. Quantitative Investigation of Desmoplasia as a Prognostic Indicator in Colorectal Cancer. J INVEST SURG 2010; 23:105-9. [DOI: 10.3109/08941930903469417] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
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Multifocal signal modulation therapy of cancer: ancient weapon, modern targets. Mol Cell Biochem 2009; 336:85-95. [DOI: 10.1007/s11010-009-0269-0] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2009] [Accepted: 09/15/2009] [Indexed: 01/15/2023]
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