1
|
Wang Y, Wang Y, Gao H, Chen L, Zheng S, Chen Y, Shi H, Han A. Ezetimibe mediated RPS6KA2 inhibits colorectal cancer proliferation via PCSK9/MAPK signaling pathway. Cancer Treat Res Commun 2025; 43:100899. [PMID: 40112524 DOI: 10.1016/j.ctarc.2025.100899] [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: 02/01/2025] [Revised: 03/13/2025] [Accepted: 03/15/2025] [Indexed: 03/22/2025]
Abstract
To investigate the effect and molecular mechanism of ezetimibe on colorectal cancer (CRC), our study found that ezetimibe significantly inhibited the proliferation and progression of CRC. Further study showed that RPS6KA2 might be the target gene of ezetimibe treatment on CRC. RPS6KA2 expression was significantly lower in human CRC tissue samples and associated with T classification and vascular invasion of tumor cells. RPS6KA2 inhibited proliferation, migration, and invasion of CRC cells. The underlying mechanisms indicated that interaction between RPS6KA2 and PCSK9 was observed within the cytoplasmic compartment of CRC cells. RPS6KA2 suppressed PCSK9 and MAPK signaling pathway in CRC cells. BI-D1780 which is an inhibitor of RPS6KA2 increased PCSK9 and MAPK signaling pathway related proteins expression in SW620 cells. However, an inhibitor or stimulator of MAPK did not affect RPS6KA2 and PCSK9 expression, respectively. In vivo, CRC cells with RPS6KA2 or PCSK9 overexpression could inhibit or promote tumor growth and metastasis, respectively. PCSK9 promoted proliferation, migration, and invasion of CRC cells. PCSK9 expression was higher in human CRC samples and associated with N classification and TNM stage of CRC. In conclusion, our study firstly suggests that ezetimibe suppresses CRC progression by upregulating RPS6KA2 while downregulating PCSK9/MAPK signaling pathway.
Collapse
Affiliation(s)
- Yu Wang
- Department of Pathology, the First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, PR China
| | - Yuting Wang
- Department of Pathology, the First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, PR China
| | - Huabin Gao
- Department of Pathology, the First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, PR China
| | - Lin Chen
- Department of Pathology, the First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, PR China
| | - Shuai Zheng
- Department of Pathology, the First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, PR China
| | - Yongyu Chen
- Department of Pathology, the First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, PR China
| | - Huijuan Shi
- Department of Pathology, the First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, PR China.
| | - Anjia Han
- Department of Pathology, the First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, PR China.
| |
Collapse
|
2
|
Saeed A, Ismail MA, Ghanem NM. Colorectal cancer classification using weakly annotated whole slide images: Multiple instance learning optimization study. Comput Biol Med 2025; 186:109649. [PMID: 39798507 DOI: 10.1016/j.compbiomed.2024.109649] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2024] [Revised: 12/30/2024] [Accepted: 12/31/2024] [Indexed: 01/15/2025]
Abstract
Colorectal cancer (CRC) is considered one of the most deadly cancer types nowadays. It is rapidly increasing due to many factors, such as unhealthy lifestyles, water and food pollution, aging, and medical diagnosis development. Detecting CRC in its early stages can help stop its growth by providing the necessary treatments, thereby saving many people's lives. There are various tests that doctors can perform to diagnose CRC; however, biopsy using histopathological images is considered the "gold standard" for CRC diagnosis. Deep learning techniques can now be leveraged to build computer-aided diagnosis (CAD) systems that can affirm if an input sample shows any symptoms of cancer and determine its stage and location with an acceptable degree of confidence. In this research, we utilize deep learning to study the CRC classification problem using weakly annotated histopathological whole slide images (WSIs). We relax the constraints of the multiple instance learning (MIL) algorithm and primarily propose WSI-label prediction functions to be integrated with MIL, which significantly enhances the performance of WSI-level classification. We also applied efficient preprocessing techniques that output a computationally power-efficient dataset representation and performed multiple experiments to compose the most efficient CAD system. Our study introduces a notable improvement over the results obtained by the baseline research where we achieved an accuracy of 93.05% compared to 84.17%. Furthermore, our results using only the weakly annotated WSIs outperformed the baseline results that are based on performing initial pre-training using a strongly annotated part of the dataset.
Collapse
Affiliation(s)
- Ahmed Saeed
- Computer and Systems Engineering Department, Faculty of Engineering, Alexandria University, Alexandria, Egypt.
| | - Mohamed A Ismail
- Computer and Systems Engineering Department, Faculty of Engineering, Alexandria University, Alexandria, Egypt.
| | - Nagia M Ghanem
- Computer and Systems Engineering Department, Faculty of Engineering, Alexandria University, Alexandria, Egypt.
| |
Collapse
|
3
|
Dana F, Mahjoub S, Shokati Eshkiki Z, Namazi A, Tabaeian SP, Akbari A. Clinical relevance of plasma-derived exosomal long non-coding RNAs (lncRNAs) CCAT1 and XIST in colorectal cancer patients. MOLECULAR BIOLOGY RESEARCH COMMUNICATIONS 2025; 14:157-166. [PMID: 40028475 PMCID: PMC11865934 DOI: 10.22099/mbrc.2025.51654.2061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Figures] [Subscribe] [Scholar Register] [Indexed: 03/05/2025]
Abstract
The expression level of exosomal long non-coding RNAs (lncRNAs) can be relevant for clinical diagnostic approaches. The object of our study was to evaluate the differential expression of lncRNAs colon cancer associated transcript 1 (CCAT1) and X-inactive specific transcript (XIST) in plasma exosomes of colorectal cancer (CRC) patients and investigate their potential as clinical biomarkers. In a case-control study, 62 CRC patients and 62 healthy persons were studied. Plasma exosomes were isolated by a centrifugation approach and were characterized by microscopy and western blotting. After RNA extraction and cDNA synthesis, using real-time PCR technique, the relative expression of lncRNAs was evaluated. The expression levels of lncRNA CCAT1, but not XIST, were meaningfully increased in the plasma-derived exosomes of CRC patients compared to non-cancer individuals (p= 0.001, 0.083 respectively). Further analyses revealed that the expression levels of exosomal lncRNA CCAT1 were associated with the lymphovascular invasion and tumor differentiation (p<0.05). ROC curve analysis documented a diagnostic power for lncRNA CCAT1 in CRC with a sensitivity of 79% and a specificity of 80% with an optimal cutoff point 6.5, with an area under curve (AUC)=86% and p<0.0001. Also, lncRNA XIST revealed a sensitivity of 62% and a specificity of 61% with a cutoff point 2.4, with an AUC=65%. Our findings indicated the potential of plasma-derived exosomal lncRNA CCAT1 as a non-invasive clinical indicator for the diagnosis of CRC patients.
Collapse
Affiliation(s)
- Fatemeh Dana
- Department of Clinical Biochemistry, School of Medicine, Babol University of Medical Sciences, Babol, Iran
- Student Research Committee, Babol University of Medical Sciences, Babol, Iran
| | - Soleiman Mahjoub
- Department of Clinical Biochemistry, School of Medicine, Babol University of Medical Sciences, Babol, Iran
- Cellular and Molecular Biology Research Center, Health Research Institute, Babol University of Medical Sciences, Babol, Iran
| | - Zahra Shokati Eshkiki
- Alimentary Tract Research Center, Clinical Sciences Research Institute, Imam Khomeini Hospital, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran
| | - Abolfazl Namazi
- Department of Internal Medicine, School of Medicine, Iran University of Medical Sciences, Tehran, Iran
- Colorectal Research Center, Iran University of Medical Sciences, Tehran, Iran
| | - Seidamir Pasha Tabaeian
- Department of Internal Medicine, School of Medicine, Iran University of Medical Sciences, Tehran, Iran
- Colorectal Research Center, Iran University of Medical Sciences, Tehran, Iran
| | - Abolfazl Akbari
- Colorectal Research Center, Iran University of Medical Sciences, Tehran, Iran
| |
Collapse
|
4
|
Liu Y, Ming H, Xu L, Li L, Liu Q, Zhao J, Zhong C, Li H. DNA methylation analysis of the SDC2, SEPT9 and VIM genes in fecal DNA for colorectal cancer diagnosis. BMC Cancer 2024; 24:1205. [PMID: 39350171 PMCID: PMC11440654 DOI: 10.1186/s12885-024-12990-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2024] [Accepted: 09/24/2024] [Indexed: 10/04/2024] Open
Abstract
BACKGROUND Colorectal cancer is one of the most common cancers worldwide. DNA methylation sites may serve as a new gene signature for colorectal cancer diagnosis. The search for representative DNA methylation sites is urgently needed. This study aimed to systematically identify a methylation gene panel for colorectal cancer diagnosis via tissue and fecal samples. METHODS A total of 181 fecal and 50 tumor tissue samples were collected. They were obtained from 83 colorectal cancer patients and 98 healthy subjects. These samples were evaluated for DNA methylation of 9 target genes via quantitative bisulfite next-generation sequencing. We employed the rank-sum test to screen the colorectal cancer-specific methylation sites in the tissue and fecal cohorts. A data model was subsequently constructed and validated via the dedicated validation dataset. RESULTS Compared with the fecal and negative control samples, the colorectal cancer tissue samples presented significantly higher methylation rates for all the selected gene sites. The methylation rates of the tissue and preoperative fecal samples showed the same high and low rates at the same sites. After screening, a panel of 29 loci in the SDC2, SEPT9, and VIM genes proved to be reliable biomarkers for colorectal cancer diagnosis in fecal samples. Logistic regression models were then constructed and validated using this panel. The sensitivity of the model was 91.43% (95% CI = [89.69, 93.17]), the specificity was 100% (95% CI = [100,100]), and the AUC value is 99.31% (95% CI = [99,99.62]). The diagnostic accuracy of the model for stage I and stage II colorectal cancer was 100% (11/11) and 91.3% (21/23), respectively. Overall, this study confirms that the gene locus panel and the model can be used to diagnose colorectal cancer effectively through feces. CONCLUSIONS Our study identified a set of key methylation sites for colorectal cancer diagnosis from fecal samples, highlighting the importance of using tissue and fecal samples to accurately assess DNA methylation levels to screen for methylation sites, and developing an effective diagnostic model for colorectal cancer.
Collapse
Affiliation(s)
- Yue Liu
- Dalian Gentalker Biotech Co., Ltd., 9-2, Jinqi Road, Jinpu New District , Dalian, Liaoning, 116635, China
| | - Hongbo Ming
- Dalian Gentalker Biotech Co., Ltd., 9-2, Jinqi Road, Jinpu New District , Dalian, Liaoning, 116635, China
| | - Lizhi Xu
- Dalian Gentalker Biotech Co., Ltd., 9-2, Jinqi Road, Jinpu New District , Dalian, Liaoning, 116635, China
| | - Lizhen Li
- Dalian Gentalker Biotech Co., Ltd., 9-2, Jinqi Road, Jinpu New District , Dalian, Liaoning, 116635, China
| | - Qi Liu
- Dalian Gentalker Biotech Co., Ltd., 9-2, Jinqi Road, Jinpu New District , Dalian, Liaoning, 116635, China
| | - Jinyin Zhao
- Dalian Gentalker Biotech Co., Ltd., 9-2, Jinqi Road, Jinpu New District , Dalian, Liaoning, 116635, China
| | - Cundi Zhong
- Department of Laboratory, The Second Affiliated Hospital of Dalian Medical University, 216 Zhongshan Street, Ganjingzi District, Dalian, Liaoning, 116031, China.
| | - Hongzhi Li
- Dalian Gentalker Biotech Co., Ltd., 9-2, Jinqi Road, Jinpu New District , Dalian, Liaoning, 116635, China.
| |
Collapse
|
5
|
Maruzani R, Brierley L, Jorgensen A, Fowler A. Benchmarking UMI-aware and standard variant callers for low frequency ctDNA variant detection. BMC Genomics 2024; 25:827. [PMID: 39227777 PMCID: PMC11370058 DOI: 10.1186/s12864-024-10737-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Accepted: 08/22/2024] [Indexed: 09/05/2024] Open
Abstract
BACKGROUND Circulating tumour DNA (ctDNA) is a subset of cell free DNA (cfDNA) released by tumour cells into the bloodstream. Circulating tumour DNA has shown great potential as a biomarker to inform treatment in cancer patients. Collecting ctDNA is minimally invasive and reflects the entire genetic makeup of a patient's cancer. ctDNA variants in NGS data can be difficult to distinguish from sequencing and PCR artefacts due to low abundance, particularly in the early stages of cancer. Unique Molecular Identifiers (UMIs) are short sequences ligated to the sequencing library before amplification. These sequences are useful for filtering out low frequency artefacts. The utility of ctDNA as a cancer biomarker depends on accurate detection of cancer variants. RESULTS In this study, we benchmarked six variant calling tools, including two UMI-aware callers for their ability to call ctDNA variants. The standard variant callers tested included Mutect2, bcftools, LoFreq and FreeBayes. The UMI-aware variant callers benchmarked were UMI-VarCal and UMIErrorCorrect. We used both datasets with known variants spiked in at low frequencies, and datasets containing ctDNA, and generated synthetic UMI sequences for these datasets. Variant callers displayed different preferences for sensitivity and specificity. Mutect2 showed high sensitivity, while returning more privately called variants than any other caller in data without synthetic UMIs - an indicator of false positive variant discovery. In data encoded with synthetic UMIs, UMI-VarCal detected fewer putative false positive variants than all other callers in synthetic datasets. Mutect2 showed a balance between high sensitivity and specificity in data encoded with synthetic UMIs. CONCLUSIONS Our results indicate UMI-aware variant callers have potential to improve sensitivity and specificity in calling low frequency ctDNA variants over standard variant calling tools. There is a growing need for further development of UMI-aware variant calling tools if effective early detection methods for cancer using ctDNA samples are to be realised.
Collapse
Affiliation(s)
- Rugare Maruzani
- Department of Health Data Science, Institute of Population Health, University of Liverpool, Waterhouse Building, Block F, Brownlow Street, Liverpool, L69 3GF, UK.
| | - Liam Brierley
- Department of Health Data Science, Institute of Population Health, University of Liverpool, Waterhouse Building, Block F, Brownlow Street, Liverpool, L69 3GF, UK
- MRC-University of Glasgow Centre for Virus Research, University of Glasgow, Garscube Campus, 464 Bearsden Road, Glasgow, G61 1QH, UK
| | - Andrea Jorgensen
- Department of Health Data Science, Institute of Population Health, University of Liverpool, Waterhouse Building, Block F, Brownlow Street, Liverpool, L69 3GF, UK
| | - Anna Fowler
- Department of Health Data Science, Institute of Population Health, University of Liverpool, Waterhouse Building, Block F, Brownlow Street, Liverpool, L69 3GF, UK
| |
Collapse
|
6
|
Neefs I, Tran TN, Ferrari A, Janssens S, Van Herck K, Op de Beeck K, Van Camp G, Peeters M, Fransen E, Hoeck S, Van Hal G. Clinicopathological and molecular differences between stage IV screen-detected and interval colorectal cancers in the Flemish screening program. Front Oncol 2024; 14:1409196. [PMID: 39286015 PMCID: PMC11402608 DOI: 10.3389/fonc.2024.1409196] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2024] [Accepted: 08/15/2024] [Indexed: 09/19/2024] Open
Abstract
Introduction Interval cancer (IC) is an important quality indicator in colorectal cancer (CRC) screening. Previously, we found that fecal immunochemical test (FIT) ICs are more common in women, older age, right-sided tumors, and advanced stage. Here, we extended our existing stage IV patient cohort with clinicopathological and molecular characteristics, to identify factors associated with FIT-IC. Methods Logistic regression models were fit to identify variables associated with the odds of having a stage IV FIT-IC. Multivariate models were corrected for gender, age, and location. Results A total of 292 screen-detected (SD) CRCs and 215 FIT-IC CRCs were included. FIT-IC CRC had 5 fold higher odds to be a neuroendocrine (NET) tumor and 2.5 fold higher odds to have lymphovascular invasion. Interestingly, some variables lost significance upon accounting for location. Thus, tumor location is a critical covariate that should always be included when evaluating factors related to FIT-IC. Conclusions We identified NETs and lymphovascular invasion as factors associated with increased odds of having a stage IV FIT-IC. Moreover, we highlight the importance of tumor location as a covariate in evaluating FIT-IC related factors. More research across all stages is needed to clarify how these insights might help to optimize the Flemish CRC screening program.
Collapse
Affiliation(s)
- Isabelle Neefs
- Center of Medical Genetics, University of Antwerp and Antwerp University Hospital (UZA), Edegem, Belgium
- Center for Oncological Research (CORE), University of Antwerp and Antwerp University Hospital (UZA), Antwerp, Belgium
| | - Thuy Ngan Tran
- Research group on Social Epidemiology and Health Policy, Department of Family Medicine and Population Health (FAMPOP), University of Antwerp, Antwerp, Belgium
- Centre for Cancer Detection, Bruges, Belgium
| | - Allegra Ferrari
- Research group on Social Epidemiology and Health Policy, Department of Family Medicine and Population Health (FAMPOP), University of Antwerp, Antwerp, Belgium
- Department of Health Sciences (DISSAL), University of Genoa, Genoa, Italy
| | | | | | - Ken Op de Beeck
- Center of Medical Genetics, University of Antwerp and Antwerp University Hospital (UZA), Edegem, Belgium
- Center for Oncological Research (CORE), University of Antwerp and Antwerp University Hospital (UZA), Antwerp, Belgium
| | - Guy Van Camp
- Center of Medical Genetics, University of Antwerp and Antwerp University Hospital (UZA), Edegem, Belgium
- Center for Oncological Research (CORE), University of Antwerp and Antwerp University Hospital (UZA), Antwerp, Belgium
| | - Marc Peeters
- Center of Medical Genetics, University of Antwerp and Antwerp University Hospital (UZA), Edegem, Belgium
- Center for Oncological Research (CORE), University of Antwerp and Antwerp University Hospital (UZA), Antwerp, Belgium
| | - Erik Fransen
- Center of Medical Genetics, University of Antwerp and Antwerp University Hospital (UZA), Edegem, Belgium
| | - Sarah Hoeck
- Research group on Social Epidemiology and Health Policy, Department of Family Medicine and Population Health (FAMPOP), University of Antwerp, Antwerp, Belgium
- Centre for Cancer Detection, Bruges, Belgium
| | - Guido Van Hal
- Research group on Social Epidemiology and Health Policy, Department of Family Medicine and Population Health (FAMPOP), University of Antwerp, Antwerp, Belgium
- Centre for Cancer Detection, Bruges, Belgium
| |
Collapse
|
7
|
Alshammari AH, Ishii H, Hirotsu T, Hatakeyama H, Morishita M, di Luccio E. Bridging the gap in cervical cancer screening for underserved communities: MCED and the promise of future technologies. Front Oncol 2024; 14:1407008. [PMID: 39135996 PMCID: PMC11317246 DOI: 10.3389/fonc.2024.1407008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2024] [Accepted: 07/09/2024] [Indexed: 08/15/2024] Open
Abstract
Cervical cancer screening is a critical public health measure, especially vital for underserved communities where disparities in access and outcomes are pronounced. Despite the life-saving potential of regular screening, numerous barriers-including geographical isolation, cultural and linguistic challenges, and socioeconomic factors-severely hinder accessibility for these populations. Multicancer early detection (MCED) tests emerge as a potentially effective intervention, offering a less invasive, more accessible approach that could transform how screenings are conducted. This paper explores the existing challenges in traditional cervical cancer screening methods, the potential of MCED tests to address these barriers, and the implications of these technologies for global health equity. Through a comprehensive review, we highlight the need for culturally sensitive, tailored interventions and the importance of effectively overcoming logistical and financial difficulties to implement MCED tests. Despite the promise shown by MCED tests, the paper acknowledges significant implementation challenges, including cost, logistical obstacles, and the need for cultural acceptance and validation studies. This study emphasizes the necessity for equitable MCED test implementation strategies, highlighting the potential of these innovative technologies to advance global health equity in cervical cancer prevention.
Collapse
Affiliation(s)
| | - Hideshi Ishii
- Department of Medical Data Science, Center of Medical Innovation and Translational Research, Osaka University Graduate School of Medicine, Suita, Japan
| | - Takaaki Hirotsu
- Shonan Research and Development Center, Hirotsu Bio Science Inc., Tokyo, Japan
| | - Hideyuki Hatakeyama
- Shonan Research and Development Center, Hirotsu Bio Science Inc., Tokyo, Japan
| | - Masayo Morishita
- Shonan Research and Development Center, Hirotsu Bio Science Inc., Tokyo, Japan
| | - Eric di Luccio
- Shonan Research and Development Center, Hirotsu Bio Science Inc., Tokyo, Japan
| |
Collapse
|
8
|
Chen Q, Lin F, Li W, Gu X, Chen Y, Su H, Zhang L, Zheng W, Zeng X, Lu X, Wang C, Chen W, Zhang B, Zhang H, Gong M. Distinctive Lipid Characteristics of Colorectal Cancer Revealed through Non-targeted Lipidomics Analysis of Tongue Coating. J Proteome Res 2024; 23:2054-2066. [PMID: 38775738 PMCID: PMC11165570 DOI: 10.1021/acs.jproteome.4c00063] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2024] [Revised: 04/10/2024] [Accepted: 04/25/2024] [Indexed: 06/13/2024]
Abstract
The metabolites and microbiota in tongue coating display distinct characteristics in certain digestive disorders, yet their relationship with colorectal cancer (CRC) remains unexplored. Here, we employed liquid chromatography coupled with tandem mass spectrometry to analyze the lipid composition of tongue coating using a nontargeted approach in 30 individuals with colorectal adenomas (CRA), 32 with CRC, and 30 healthy controls (HC). We identified 21 tongue coating lipids that effectively distinguished CRC from HC (AUC = 0.89), and 9 lipids that differentiated CRC from CRA (AUC = 0.9). Furthermore, we observed significant alterations in the tongue coating lipid composition in the CRC group compared to HC/CRA groups. As the adenoma-cancer sequence progressed, there was an increase in long-chain unsaturated triglycerides (TG) levels and a decrease in phosphatidylethanolamine plasmalogen (PE-P) levels. Furthermore, we noted a positive correlation between N-acyl ornithine (NAOrn), sphingomyelin (SM), and ceramide phosphoethanolamine (PE-Cer), potentially produced by members of the Bacteroidetes phylum. The levels of inflammatory lipid metabolite 12-HETE showed a decreasing trend with colorectal tumor progression, indicating the potential involvement of tongue coating microbiota and tumor immune regulation in early CRC development. Our findings highlight the potential utility of tongue coating lipid analysis as a noninvasive tool for CRC diagnosis.
Collapse
Affiliation(s)
- Qubo Chen
- State
Key Laboratory of Dampness Syndrome of Chinese Medicine, The Second Affiliated Hospital of Guangzhou University
of Chinese Medicine, Guangzhou 510120, China
- Second
Clinical Medical College, Guangzhou University
of Chinese Medicine, Guangzhou 510120, China
| | - Fengye Lin
- Second
Clinical Medical College, Guangzhou University
of Chinese Medicine, Guangzhou 510120, China
| | - Wanhua Li
- Second
Clinical Medical College, Guangzhou University
of Chinese Medicine, Guangzhou 510120, China
| | - Xiangyu Gu
- Second
Clinical Medical College, Guangzhou University
of Chinese Medicine, Guangzhou 510120, China
| | - Ying Chen
- Second
Clinical Medical College, Guangzhou University
of Chinese Medicine, Guangzhou 510120, China
| | - Hairong Su
- Second
Clinical Medical College, Guangzhou University
of Chinese Medicine, Guangzhou 510120, China
| | - Lu Zhang
- Metabolomics
and Proteomics Technology Platform, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Wen Zheng
- Metabolomics
and Proteomics Technology Platform, West China Hospital, Sichuan University, Chengdu 610041, China
| | - Xuan Zeng
- State
Key Laboratory of Dampness Syndrome of Chinese Medicine, The Second Affiliated Hospital of Guangzhou University
of Chinese Medicine, Guangzhou 510120, China
| | - Xinyi Lu
- State
Key Laboratory of Dampness Syndrome of Chinese Medicine, The Second Affiliated Hospital of Guangzhou University
of Chinese Medicine, Guangzhou 510120, China
| | - Chuyang Wang
- State
Key Laboratory of Dampness Syndrome of Chinese Medicine, The Second Affiliated Hospital of Guangzhou University
of Chinese Medicine, Guangzhou 510120, China
| | - Weicheng Chen
- State
Key Laboratory of Dampness Syndrome of Chinese Medicine, The Second Affiliated Hospital of Guangzhou University
of Chinese Medicine, Guangzhou 510120, China
| | - Beiping Zhang
- Department
of Gastroenterology, Guangdong Provincial Hospital of Chinese Medicine, The Second Affiliated Hospital of Guangzhou University
of Chinese Medicine, Guangzhou 510120, Guangdong Province, China
| | - Haiyan Zhang
- Department
of Gastroenterology, Guangdong Provincial Hospital of Chinese Medicine, The Second Affiliated Hospital of Guangzhou University
of Chinese Medicine, Guangzhou 510120, Guangdong Province, China
| | - Meng Gong
- Metabolomics
and Proteomics Technology Platform, West China Hospital, Sichuan University, Chengdu 610041, China
- Institutes
for Systems Genetics, Frontiers Science Center for Disease-related
Molecular Network, West China Hospital, Sichuan University, Chengdu 610041, China
| |
Collapse
|
9
|
Hoseini SH, Enayati P, Nazari M, Babakhanzadeh E, Rastgoo M, Sohrabi NB. Biomarker Profile of Colorectal Cancer: Current Findings and Future Perspective. J Gastrointest Cancer 2024; 55:497-510. [PMID: 38168859 DOI: 10.1007/s12029-023-00990-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/19/2023] [Indexed: 01/05/2024]
Abstract
OBJECTIVE Breakthroughs in omics technology have led to a deeper understanding of the fundamental molecular changes that play a critical role in the development and progression of cancer. This review delves into the hidden molecular drivers of colorectal cancer (CRC), offering potential for clinical translation through novel biomarkers and personalized therapies. METHODS We summarizes recent studies utilizing various omics approaches, including genomics, transcriptomics, proteomics, epigenomics, metabolomics and data integration with computational algorithms, to investigate CRC. RESULTS Integrating multi-omics data in colorectal cancer research unlocks hidden biological insights, revealing new pathways and mechanisms. This powerful approach not only identifies potential biomarkers for personalized prognosis, diagnosis, and treatment, but also predicts patient response to specific therapies, while computational tools illuminate the landscape by deciphering complex datasets. CONCLUSIONS Future research should prioritize validating promising biomarkers and seamlessly translating them into clinical practice, ultimately propelling personalized CRC management to new heights.
Collapse
Affiliation(s)
| | - Parisa Enayati
- Biological Sciences Department, Northern Illinois University, DeKalb, IL, USA
| | - Majid Nazari
- Department of Medical Genetics, Shahid Sadoughi University of Medical Sciences, Yazd, Iran.
- , P.O. Box, Tehran, 64155-65117, Iran.
| | - Emad Babakhanzadeh
- Department of Medical Genetics, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Maryam Rastgoo
- Department of Microbiology, Shiraz Islamic Azad University, Shiraz, Iran
| | | |
Collapse
|
10
|
Abedizadeh R, Majidi F, Khorasani HR, Abedi H, Sabour D. Colorectal cancer: a comprehensive review of carcinogenesis, diagnosis, and novel strategies for classified treatments. Cancer Metastasis Rev 2024; 43:729-753. [PMID: 38112903 DOI: 10.1007/s10555-023-10158-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Accepted: 11/27/2023] [Indexed: 12/21/2023]
Abstract
Colorectal cancer is the third most common and the second deadliest cancer worldwide. To date, colorectal cancer becomes one of the most important challenges of the health system in many countries. Since the clinical symptoms of this cancer appear in the final stages of the disease and there is a significant golden time between the formation of polyps and the onset of cancer, early diagnosis can play a significant role in reducing mortality. Today, in addition to colonoscopy, minimally invasive methods such as liquid biopsy have received much attention. The treatment of this complex disease has been mostly based on traditional treatments including surgery, radiotherapy, and chemotherapy; the high mortality rate indicates a lack of success for current treatment methods. Moreover, disease recurrence is another problem of traditional treatments. Recently, new approaches such as targeted therapy, immunotherapy, and nanomedicine have opened new doors for cancer treatment, some of which have already entered the market, and many methods have shown promising results in clinical trials. The success of immunotherapy in the treatment of refractory disease, the introduction of these methods into neoadjuvant therapy, and the successful results in tumor shrinkage without surgery have made immunotherapy a tough competitor for conventional treatments. It seems that the combination of those methods with such targeted therapies will go through promising changes in the future of colorectal cancer treatment.
Collapse
Affiliation(s)
- Roya Abedizadeh
- Department of Cancer Medicine, Cell Science Research Center, Royan Institute for Stem Cell Biology and Technology, ACECR, Isar 11, Babol, 47138-18983, Iran
- Department of Stem Cells and Developmental Biology, Cell Science Research Center, Royan Institute for Stem Cell Biology and Technology, ACECR, Bani-Hashem Square, Tehran, 16635-148, Iran
| | - Fateme Majidi
- Department of Cancer Medicine, Cell Science Research Center, Royan Institute for Stem Cell Biology and Technology, ACECR, Isar 11, Babol, 47138-18983, Iran
- Department of Stem Cells and Developmental Biology, Cell Science Research Center, Royan Institute for Stem Cell Biology and Technology, ACECR, Bani-Hashem Square, Tehran, 16635-148, Iran
| | - Hamid Reza Khorasani
- Department of Cancer Medicine, Cell Science Research Center, Royan Institute for Stem Cell Biology and Technology, ACECR, Isar 11, Babol, 47138-18983, Iran
- Department of Stem Cells and Developmental Biology, Cell Science Research Center, Royan Institute for Stem Cell Biology and Technology, ACECR, Bani-Hashem Square, Tehran, 16635-148, Iran
| | - Hassan Abedi
- Department of Internal Medicine, Faculty of Medicine, Babol University of Medical Sciences, Babol, Iran.
| | - Davood Sabour
- Department of Cancer Medicine, Cell Science Research Center, Royan Institute for Stem Cell Biology and Technology, ACECR, Isar 11, Babol, 47138-18983, Iran.
- Department of Stem Cells and Developmental Biology, Cell Science Research Center, Royan Institute for Stem Cell Biology and Technology, ACECR, Bani-Hashem Square, Tehran, 16635-148, Iran.
| |
Collapse
|
11
|
Alharran AM, Aljuma RS, Aljasmi AS, Al-Mutairi MF, M Alenezi DF, Alenezi YY, Alajmi HN, Saad AR, Jaradat AA. Knowledge, Attitudes, and Practices Related to Colorectal Cancer's Prevention and Early Detection Among Older Adults in Kuwait: A Cross-Sectional Study. Cureus 2024; 16:e62323. [PMID: 38873393 PMCID: PMC11175023 DOI: 10.7759/cureus.62323] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/13/2024] [Indexed: 06/15/2024] Open
Abstract
BACKGROUND Worldwide, colorectal cancer is one of the significant public health concerns that imposes a substantial risk of morbidity and mortality. Early detection and management of colorectal cancer are necessary to improve the patient's prognosis and outcomes. Hence, several guidelines recommend screening patients at risk of colorectal cancer periodically. Patients' knowledge and attitudes toward screening measures influence their compliance with the guidelines. This study aimed to determine knowledge, attitudes, and practices related to prevention and early detection among older adults in Kuwait. METHODS A cross-sectional study was conducted among Kuwaiti adults aged between 45 and 75 years attending the outpatient department in Kuwait's seven major hospitals. A convenience sampling technique was used to recruit the participants. A self-administered questionnaire consisted of four parts: sociodemographic and baseline characteristics, knowledge of colorectal cancer screening, attitudes toward colorectal cancer screening, and practices toward colorectal cancer screening. RESULTS A total of 570 Kuwaiti patients were included, and half of them were males (n = 285). Most patients were aged between 45 and 50 years (53.8%), had a secondary school certificate (n = 357, 62.6%), and were unmarried (n = 419, 73.5%). Low levels of knowledge (<50%) and practices (<30%) toward colorectal cancer screening were seen among the participants. Statistically significant correlations were found between patients' knowledge about colorectal cancer screening and their attitudes (r = 0.317, P < 0.001) and practices (r = 0.330, P < 0.001). In addition, a moderately significant association was found between patients' attitudes and practices toward colorectal cancer screening. CONCLUSION The study found that despite positive attitudes, Kuwaiti patients have low levels of knowledge and practice regarding colorectal cancer screening. This suggests a need for targeted, culturally sensitive educational programs and national campaigns to improve screening rates and address knowledge gaps.
Collapse
Affiliation(s)
- Abdullah M Alharran
- Department of Medicine and Surgery, College of Medicine, Arabian Gulf University, Manama, BHR
| | - Retaj S Aljuma
- Department of Family and Community Medicine, Arabian Gulf University, Manama, BHR
| | - Aminah S Aljasmi
- Department of Family and Community Medicine, Arabian Gulf University, Manama, BHR
| | | | - Danah F M Alenezi
- Department of Family and Community Medicine, Arabian Gulf University, Manama, BHR
| | - Yaqoub Y Alenezi
- Department of Medicine and Surgery, College of Medicine, Arabian Gulf University, Manama, BHR
| | - Hajar N Alajmi
- Department of Family and Community Medicine, Arabian Gulf University, Manama, BHR
| | - Abdulbadih R Saad
- Department of Family and Community Medicine, Arabian Gulf University, Manama, BHR
| | - Ahmed A Jaradat
- Department of Family and Community Medicine, Arabian Gulf University, Manama, BHR
| |
Collapse
|
12
|
Akbar S, Mashreghi S, Kalani MR, Valanik A, Ahmadi F, Aalikhani M, Bazi Z. Blood miRNAs miR-549a, miR-552, and miR-592 serve as potential disease-specific panels to diagnose colorectal cancer. Heliyon 2024; 10:e28492. [PMID: 38571665 PMCID: PMC10988015 DOI: 10.1016/j.heliyon.2024.e28492] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2023] [Revised: 03/19/2024] [Accepted: 03/20/2024] [Indexed: 04/05/2024] Open
Abstract
Introduction miRNAs originating from colorectal cancer (CRC) tissue receive significant focus in the early diagnosis of CRC due to their stability in body fluids. However, if these miRNAs originated from alternative organs, their prognostic value will diminish. Thus, in this study, we aim to identify disease-specific miRNAs for colorectal cancer (CRC) by employing bioinformatics and experimental methodologies. Method To identify CRC-specific miRNAs, we retrieved miRNA profiles of CRC and normal tissues from the Cancer Genome Atlas (TCGA) database. Subsequently, computational strategies were utilized to select potential candidate miRNAs. Following this, the expression levels of the potent miRNAs were assessed through RT-qPCR in both CRC tissue and serum samples from patients (N = 46), as well as healthy individuals (N = 46). Additionally, the associations between clinicopathological characteristics, survival outcomes, and diagnostic accuracy were evaluated. Results A total of 8893 RNA-seq expression data were acquired from TCGA, comprising 8250 data from 19 distinct cancer types and 643 corresponding healthy samples. Based on the computational methodology, miR-549a, miR-552, and miR-592 were identified as the principal expressed miRNAs in colorectal cancer (CRC). Within these miRNAs, miR-552 displayed a substantial association with tumors at the N and T stages. miR-549a and miR-592 were observed to be linked exclusively to the invasion of tumor depth and tumor stage (TNM), respectively. The receiver operating characteristic (ROC) analysis conducted on the miRNA expression in serum samples revealed that all miRNAs exhibited an area under the ROC curve (AUC) of up to 0.86, thereby indicating their high diagnostic accuracy. Conclusion Considering the strong associations of these three identified miRNAs with CRC, they can collectively serve as a panel for specific discrimination of CRC from other types of cancer within the body. Although this study focused solely on CRC, this approach can potentially be applied to other cancer types as well.
Collapse
Affiliation(s)
- Soroush Akbar
- Metabolic Disorders Research Center, Golestan University of Medical Sciences, Gorgan, Iran
| | - Samaneh Mashreghi
- Department of Medical Biotechnology, Faculty of Advanced Medical Technologies, Golestan University of Medical Sciences, Gorgan, Iran
| | | | - Akram Valanik
- Department of Medical Biotechnology, Faculty of Advanced Medical Technologies, Golestan University of Medical Sciences, Gorgan, Iran
| | - Farzaneh Ahmadi
- Department of Biostatistics and Epidemiology, Faculty of Medicine, Zanjan University of Medical Sciences, Zanjan, Iran
| | - Mahdi Aalikhani
- Department of Medical Biotechnology, School of Allied Medical Sciences, Bushehr University of Medical Sciences, Bushehr, Iran
| | - Zahra Bazi
- Department of Medical Biotechnology, Faculty of Advanced Medical Technologies, Golestan University of Medical Sciences, Gorgan, Iran
- Cancer Research Center, Golestan University of Medical Sciences, Gorgan, Iran
| |
Collapse
|
13
|
Li M, He X, Wu C, Wang L, Zhang X, Gong X, Zeng X, Huang Y. Deep Learning Enabled SERS Identification of Gaseous Molecules on Flexible Plasmonic MOF Nanowire Films. ACS Sens 2024; 9:979-987. [PMID: 38299870 DOI: 10.1021/acssensors.3c02519] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2024]
Abstract
Through the capture of a target molecule at the metal surface with a highly confined electromagnetic field induced by surface plasmon, surface enhanced Raman spectroscopy (SERS) emerges as a spectral analysis technology with high sensitivity. However, accurate SERS identification of a gaseous molecule with low density and high velocity is still a challenge due to its difficulty in capture. In this work, a flexible paper-based plasmonic metal-organic framework (MOF) film consisting of Ag nanowires@ZIF-8 (AgNWs@ZIF-8) is fabricated for SERS detection of gaseous molecules. Benefiting from its micronanopores generated by the nanowire network and ZIF-8 shell, the effective capture of the gaseous molecule is achieved, and its SERS spectrum is obtained in this paper-based flexible plasmonic MOF nanowire film. With optimal structure parameters, spectra of gaseous 4-aminothiophenol, 4-mercaptophenol, and dithiohydroquinone demonstrate that this film has good SERS performance, which could maintain obvious Raman signals within 30 days during reproducible detection. To realize SERS identification of gaseous molecules, deep learning is performed based on the SERS spectra of the mixed gaseous analyte obtained in this flexible porous film. The results point out that an artificial neural network algorithm could identify gaseous aldehydes (gaseous biomarker of colorectal cancer) in simulated exhaled breath with high accuracy at 93.7%. The integration of the flexible paper-based film sensors with deep learning offers a promising new approach for noninvasive colorectal cancer screening. Our work explores SERS applications in gaseous analyte detection and has broad potential in clinical medicine, food safety, environmental monitoring, etc.
Collapse
Affiliation(s)
- Minghong Li
- Chongqing Key Laboratory of Interface Physics in Energy Conversion, College of Physics, Chongqing University, Chongqing 401331, China
| | - Xi He
- Chongqing Key Laboratory of Interface Physics in Energy Conversion, College of Physics, Chongqing University, Chongqing 401331, China
| | - Chaolin Wu
- Chongqing Key Laboratory of Interface Physics in Energy Conversion, College of Physics, Chongqing University, Chongqing 401331, China
| | - Li Wang
- Chongqing Key Laboratory of Interface Physics in Energy Conversion, College of Physics, Chongqing University, Chongqing 401331, China
| | - Xin Zhang
- Chongqing Key Laboratory of Interface Physics in Energy Conversion, College of Physics, Chongqing University, Chongqing 401331, China
- Chongqing Industry Polytechnic College, Chongqing 401120, China
| | - Xiangnan Gong
- Analytical and Testing Center, Chongqing University, Chongqing 401331, China
| | - Xiping Zeng
- Shenzhen Huake-Tek Company Limited, Shenzhen, Guangdong 518116, China
| | - Yingzhou Huang
- Chongqing Key Laboratory of Interface Physics in Energy Conversion, College of Physics, Chongqing University, Chongqing 401331, China
| |
Collapse
|
14
|
Tonini V, Zanni M. Why is early detection of colon cancer still not possible in 2023? World J Gastroenterol 2024; 30:211-224. [PMID: 38314134 PMCID: PMC10835528 DOI: 10.3748/wjg.v30.i3.211] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Revised: 10/30/2023] [Accepted: 12/14/2023] [Indexed: 01/18/2024] Open
Abstract
Colorectal cancer (CRC) screening is a fundamental tool in the prevention and early detection of one of the most prevalent and lethal cancers. Over the years, screening, particularly in those settings where it is well organized, has succeeded in reducing the incidence of colon and rectal cancer and improving the prognosis related to them. Despite considerable advancements in screening technologies and strategies, the effectiveness of CRC screening programs remains less than optimal. This paper examined the multifaceted reasons behind the persistent lack of effectiveness in CRC screening initiatives. Through a critical analysis of current methodologies, technological limitations, patient-related factors, and systemic challenges, we elucidated the complex interplay that hampers the successful reduction of CRC morbidity and mortality rates. While acknowledging the advancements that have improved aspects of screening, we emphasized the necessity of addressing the identified barriers comprehensively. This study aimed to raise awareness of how important CRC screening is in reducing costs for this disease. Screening and early diagnosis are not only important in improving the prognosis of patients with CRC but can lead to an important reduction in the cost of treating a disease that is often diagnosed at an advanced stage. Spending more sooner can mean saving money later.
Collapse
Affiliation(s)
- Valeria Tonini
- Department of Medical and Surgical Sciences, University of Bologna, Bologna 40138, Italy
| | - Manuel Zanni
- Department of Medical and Surgical Sciences, University of Bologna, Bologna 40138, Italy
| |
Collapse
|
15
|
Lan YZ, Wu Z, Chen WJ, Fang ZX, Yu XN, Wu HT, Liu J. Small nucleolar RNA and its potential role in the oncogenesis and development of colorectal cancer. World J Gastroenterol 2024; 30:115-127. [PMID: 38312115 PMCID: PMC10835520 DOI: 10.3748/wjg.v30.i2.115] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/20/2023] [Revised: 12/21/2023] [Accepted: 12/28/2023] [Indexed: 01/12/2024] Open
Abstract
Small nucleolar RNAs (snoRNAs) represent a class of non-coding RNAs that play pivotal roles in post-transcriptional RNA processing and modification, thereby contributing significantly to the maintenance of cellular functions related to protein synthesis. SnoRNAs have been discovered to possess the ability to influence cell fate and alter disease progression, holding immense potential in controlling human diseases. It is suggested that the dysregulation of snoRNAs in cancer exhibits differential expression across various cancer types, stages, metastasis, treatment response and/or prognosis in patients. On the other hand, colorectal cancer (CRC), a prevalent malignancy of the digestive system, is characterized by high incidence and mortality rates, ranking as the third most common cancer type. Recent research indicates that snoRNA dysregulation is associated with CRC, as snoRNA expression significantly differs between normal and cancerous conditions. Consequently, assessing snoRNA expression level and function holds promise for the prognosis and diagnosis of CRC. Nevertheless, current comprehension of the potential roles of snoRNAs in CRC remains limited. This review offers a comprehensive survey of the aberrant regulation of snoRNAs in CRC, providing valuable insights into the discovery of novel biomarkers, therapeutic targets, and potential tools for the diagnosis and treatment of CRC and furnishing critical cues for advancing research into CRC and the judicious selection of therapeutic targets.
Collapse
Affiliation(s)
- Yang-Zheng Lan
- The Breast Center, Cancer Hospital of Shantou University Medical College, Shantou 515041, Guangdong Province, China
| | - Zheng Wu
- The Breast Center, Cancer Hospital of Shantou University Medical College, Shantou 515041, Guangdong Province, China
| | - Wen-Jia Chen
- The Breast Center, Cancer Hospital of Shantou University Medical College, Shantou 515041, Guangdong Province, China
| | - Ze-Xuan Fang
- The Breast Center, Cancer Hospital of Shantou University Medical College, Shantou 515041, Guangdong Province, China
| | - Xin-Ning Yu
- Department of General Surgery, The First Affiliated Hospital of Shantou University Medical College, Shantou 515041, Guangdong Province, China
| | - Hua-Tao Wu
- Department of General Surgery, The First Affiliated Hospital of Shantou University Medical College, Shantou 515041, Guangdong Province, China
| | - Jing Liu
- The Breast Center, Cancer Hospital of Shantou University Medical College, Shantou 515041, Guangdong Province, China
| |
Collapse
|
16
|
Chiu LS, Calderwood AH. Noninvasive Colorectal Cancer Prevention Options in Older Adults. J Clin Gastroenterol 2023; 57:855-862. [PMID: 37436836 DOI: 10.1097/mcg.0000000000001893] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 07/14/2023]
Abstract
Colorectal cancer (CRC) is a leading cause of morbidity and mortality worldwide and its incidence increases with age. The proportion of older adults in the United States continues to rise, making CRC prevention a key health priority for our aging population. CRC is a largely preventable disease through screening and polyp surveillance, and noninvasive modalities represent an important option for older adults in whom the burdens and risks of invasive testing are higher compared with younger adults. This review highlights the evidence, risks, and benefits of noninvasive CRC screening and surveillance options in older adults and discusses the challenges of CRC prevention in this cohort.
Collapse
Affiliation(s)
- Laura S Chiu
- Department of Medicine, Section of Gastroenterology, Boston University School of Medicine, Boston, MA
| | - Audrey H Calderwood
- Department of Medicine, Section of Gastroenterology, Dartmouth-Hitchcock Medical Center, Lebanon, NH
| |
Collapse
|
17
|
Yin Z, Yao C, Zhang L, Qi S. Application of artificial intelligence in diagnosis and treatment of colorectal cancer: A novel Prospect. Front Med (Lausanne) 2023; 10:1128084. [PMID: 36968824 PMCID: PMC10030915 DOI: 10.3389/fmed.2023.1128084] [Citation(s) in RCA: 24] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Accepted: 02/13/2023] [Indexed: 03/29/2023] Open
Abstract
In the past few decades, according to the rapid development of information technology, artificial intelligence (AI) has also made significant progress in the medical field. Colorectal cancer (CRC) is the third most diagnosed cancer worldwide, and its incidence and mortality rates are increasing yearly, especially in developing countries. This article reviews the latest progress in AI in diagnosing and treating CRC based on a systematic collection of previous literature. Most CRCs transform from polyp mutations. The computer-aided detection systems can significantly improve the polyp and adenoma detection rate by early colonoscopy screening, thereby lowering the possibility of mutating into CRC. Machine learning and bioinformatics analysis can help screen and identify more CRC biomarkers to provide the basis for non-invasive screening. The Convolutional neural networks can assist in reading histopathologic tissue images, reducing the experience difference among doctors. Various studies have shown that AI-based high-level auxiliary diagnostic systems can significantly improve the readability of medical images and help clinicians make more accurate diagnostic and therapeutic decisions. Moreover, Robotic surgery systems such as da Vinci have been more and more commonly used to treat CRC patients, according to their precise operating performance. The application of AI in neoadjuvant chemoradiotherapy has further improved the treatment and efficacy evaluation of CRC. In addition, AI represented by deep learning in gene sequencing research offers a new treatment option. All of these things have seen that AI has a promising prospect in the era of precision medicine.
Collapse
Affiliation(s)
- Zugang Yin
- Department of General Surgery, The First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Chenhui Yao
- Department of General Surgery, The First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Limin Zhang
- Department of Respiratory, The First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Shaohua Qi
- Institute of Laboratory Animal Science, Chinese Academy of Medical Sciences and Comparative Medicine Center, Peking Union Medical College, Beijing, China
| |
Collapse
|
18
|
Ali O, Gupta S, Brain K, Lifford KJ, Paranjothy S, Dolwani S. Acceptability of alternative technologies compared with faecal immunochemical test and/or colonoscopy in colorectal cancer screening: A systematic review. J Med Screen 2023; 30:14-27. [PMID: 36039489 PMCID: PMC9925898 DOI: 10.1177/09691413221109999] [Citation(s) in RCA: 4] [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: 02/15/2022] [Revised: 05/16/2022] [Accepted: 06/06/2022] [Indexed: 11/16/2022]
Abstract
OBJECTIVE Colorectal cancer (CRC) is the third most common cancer and the second largest cause of cancer-related death worldwide. Current CRC screening in various countries involves stool-based faecal immunochemical testing (FIT) and/or colonoscopy, yet public uptake remains sub-optimal. This review assessed the literature regarding acceptability of alternative CRC screening modalities compared to standard care in average-risk adults. METHOD Systematic searches of MEDLINE, EMBASE, CINAHL, Cochrane and Web of Science were conducted up to February 3rd, 2022. The alternative interventions examined were computed tomography colonography, flexible sigmoidoscopy, colon capsule endoscopy and blood-based biomarkers. Outcomes for acceptability were uptake, discomfort associated with bowel preparation, discomfort associated with screening procedure, screening preferences and willingness to repeat screening method. A narrative data synthesis was conducted. RESULTS Twenty-one studies met the inclusion criteria. Differences between intervention and comparison modalities in uptake did not reach statistical significance in most of the included studies. The findings do suggest FIT as being more acceptable as a screening modality than flexible sigmoidoscopy. There were no consistent significant differences in bowel preparation discomfort, screening procedure discomfort, screening preference and willingness to repeat screening between the standard care and alternative modalities. CONCLUSION Current evidence comparing standard colonoscopy and stool-based CRC screening with novel modalities does not demonstrate any clear difference in acceptability. Due to the small number of studies available and included in each screening comparison and lack of observed differences, further research is needed to explore factors influencing acceptability of alternative CRC modalities that might result in improvement in population uptake within different contexts.
Collapse
Affiliation(s)
- Omar Ali
- Division of Population Medicine, Cardiff University, Cardiff, UK
| | - Sunnia Gupta
- Guy's and St Thomas’ NHS Foundation
Trust, London, UK
| | - Kate Brain
- Division of Population Medicine, Cardiff University, Cardiff, UK
| | - Kate J Lifford
- PRIME Centre Wales, Division of Population Medicine, Cardiff University, Cardiff, UK
| | | | - Sunil Dolwani
- Division of Population Medicine, Cardiff University, Cardiff, UK
- Department of Gastroenterology, Cardiff and Vale University Health
Board, Cardiff, UK
| |
Collapse
|
19
|
Alustiza M, Ripoll L, Canals A, Murcia O, Martínez-Roca A, García-Heredia A, Giner-Calabuig M, Jover R, Vidal L. A novel non-invasive colorectal cancer diagnostic method: Volatile organic compounds as biomarkers. Clin Chim Acta 2023; 542:117273. [PMID: 36863694 DOI: 10.1016/j.cca.2023.117273] [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: 02/03/2023] [Revised: 02/24/2023] [Accepted: 02/25/2023] [Indexed: 03/04/2023]
Abstract
INTRODUCTION Population-based fecal tests for colorectal cancer (CRC) screening have shown to reduce mortality thanks to the early detection of the disease. However, currently available fecal tests are limited in their sensitivity and specificity. Our aim is to look for volatile organic compounds in fecal samples as biomarkers for CRC detection. MATERIAL AND METHODS Eighty participants were included; 24 had adenocarcinoma, 24 had adenomatous polyps and 32 presented no neoplasms. Fecal samples were collected 48 h preceding the colonoscopy from all participants, except CRC patient samples that were collected after 3-4 weeks from the colonoscopy. Magnetic headspace adsorptive extraction (Mag-HSAE) followed by thermal desorption-gas chromatography-mass spectrometry (TD-GC-MS) was performed on stool samples to identify volatile organic compounds as biomarkers. RESULTS p-Cresol was significantly more abundant in the cancer samples (P < 0.001) with an area under the curve (AUC) of 0.85 (CI 95%; 0.737-0.953), having a sensitivity and specificity of 83% and 82%, respectively. In addition, 3(4H)-dibenzofuranone,4a,9b-dihydro-8,9b-dimethyl- (3(4H)-DBZ) was also more abundant in the cancer samples (P < 0.001) with an AUC of 0.77 (CI 95%; 0.635-0.905), sensitivity of 78% and specificity of 75%. When combined (p-cresol and 3(4H)-DBZ), the AUC was 0.86, sensitivity 87% and specificity 79%. p-Cresol also appeared to be promising as a biomarker for pre-malignant lesions with an AUC of 0.69 (CI 95%; 0.534-0.862), sensitivity 83% and specificity 63%, P = 0.045. CONCLUSIONS Volatile organic compounds emitted from feces and determined by a sensitive analytical methodology (Mag-HSAE-TD-GC-MS), employing a magnetic graphene oxide as extractant phase, could be used as a potential screening technology for CRC and pre-malignant lesions.
Collapse
Affiliation(s)
- Miren Alustiza
- Laboratorio de Investigación, Hospital General Universitario Dr. Balmis, Instituto de Investigación Sanitaria y Biomédica de Alicante (ISABIAL), Alicante, Spain
| | - Laura Ripoll
- Departamento de Química Analítica, Nutrición y Bromatología e Instituto Universitario de Materiales, Universidad de Alicante, P.O. Box 99, 03080 Alicante, Spain
| | - Antonio Canals
- Departamento de Química Analítica, Nutrición y Bromatología e Instituto Universitario de Materiales, Universidad de Alicante, P.O. Box 99, 03080 Alicante, Spain
| | - Oscar Murcia
- Laboratorio de Investigación, Hospital General Universitario Dr. Balmis, Instituto de Investigación Sanitaria y Biomédica de Alicante (ISABIAL), Alicante, Spain; Servicio de Medicina Digestiva, Hospital General Universitario Dr. Balmis, Instituto de Investigación Sanitaria y Biomédica de Alicante (ISABIAL), Alicante, Spain
| | - Alejandro Martínez-Roca
- Laboratorio de Investigación, Hospital General Universitario Dr. Balmis, Instituto de Investigación Sanitaria y Biomédica de Alicante (ISABIAL), Alicante, Spain
| | - Anabel García-Heredia
- Laboratorio de Investigación, Hospital General Universitario Dr. Balmis, Instituto de Investigación Sanitaria y Biomédica de Alicante (ISABIAL), Alicante, Spain
| | - Mar Giner-Calabuig
- Laboratorio de Investigación, Hospital General Universitario Dr. Balmis, Instituto de Investigación Sanitaria y Biomédica de Alicante (ISABIAL), Alicante, Spain
| | - Rodrigo Jover
- Laboratorio de Investigación, Hospital General Universitario Dr. Balmis, Instituto de Investigación Sanitaria y Biomédica de Alicante (ISABIAL), Alicante, Spain; Servicio de Medicina Digestiva, Hospital General Universitario Dr. Balmis, Instituto de Investigación Sanitaria y Biomédica de Alicante (ISABIAL), Alicante, Spain.
| | - Lorena Vidal
- Laboratorio de Investigación, Hospital General Universitario Dr. Balmis, Instituto de Investigación Sanitaria y Biomédica de Alicante (ISABIAL), Alicante, Spain; Departamento de Química Analítica, Nutrición y Bromatología e Instituto Universitario de Materiales, Universidad de Alicante, P.O. Box 99, 03080 Alicante, Spain.
| |
Collapse
|
20
|
Krishnamoorthy A, Chandrapalan S, Bosch S, Bannaga A, De Boer NK, De Meij TG, Leja M, Hanna GB, De Vietro N, Altomare D, Arasaradnam RP. The Influence of Mechanical Bowel Preparation on Volatile Organic Compounds for the Detection of Gastrointestinal Disease-A Systematic Review. SENSORS (BASEL, SWITZERLAND) 2023; 23:s23031377. [PMID: 36772415 PMCID: PMC9919600 DOI: 10.3390/s23031377] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Revised: 01/20/2023] [Accepted: 01/23/2023] [Indexed: 05/25/2023]
Abstract
(1) Background: Colorectal cancer is the second commonest cause of cancer deaths worldwide; recently, volatile organic compounds (VOCs) have been proposed as potential biomarkers of this disease. In this paper, we aim to identify and review the available literature on the influence of mechanical bowel preparation on VOC production and measurement. (2) Methods: A systematic search for studies was carried out for articles relevant to mechanical bowel preparation and its effects on volatile organic compounds. A total of 4 of 1349 papers initially derived from the search were selected. (3) Results: Two studies with a total of 134 patients found no difference in measured breath VOC profiles after bowel preparation; one other study found an increase in breath acetone in 61 patients after bowel preparation, but no other compounds were affected. Finally, the last study showed the alteration of urinary VOC profiles. (4) Conclusions: There is limited data on the effect of bowel preparation on VOC production in the body. As further studies of VOCs are conducted in patients with symptoms of gastrointestinal disease, the quantification of the effect of bowel preparation on their abundance is required.
Collapse
Affiliation(s)
- Ashwin Krishnamoorthy
- Department of Gastroenterology, University Hospital Coventry and Warwickshire, Coventry CV2 2DX, UK
| | - Subashini Chandrapalan
- Department of Gastroenterology, University Hospital Coventry and Warwickshire, Coventry CV2 2DX, UK
| | - Sofie Bosch
- Department of Gastroenterology and Hepatology, Amsterdam Gastroenterology Endocrinology Metabolism, Amsterdam University Medical Centre, Vrije Universiteit Amsterdam, 1081 Amsterdam, The Netherlands
| | - Ayman Bannaga
- Department of Gastroenterology, University Hospital Coventry and Warwickshire, Coventry CV2 2DX, UK
| | - Nanne K.H. De Boer
- Department of Gastroenterology and Hepatology, Amsterdam Gastroenterology Endocrinology Metabolism, Amsterdam University Medical Centre, Vrije Universiteit Amsterdam, 1081 Amsterdam, The Netherlands
| | - Tim G.J. De Meij
- Department of Pediatric Gastroenterology, Emma’s Children Hospital, Amsterdam UMC, 1105 Amsterdam, The Netherlands
| | - Marcis Leja
- Institute of Clinical and Preventative Medicine, University of Latvia, LV-1586 Riga, Latvia
| | - George B. Hanna
- Department of Surgery and Cancer, Imperial College London, London SW7 2AZ, UK
| | | | - Donato Altomare
- Department of Surgery, University of Bari Aldo Moro, 70121 Bari, Italy
| | - Ramesh P. Arasaradnam
- Department of Gastroenterology, University Hospital Coventry and Warwickshire, Coventry CV2 2DX, UK
| |
Collapse
|
21
|
Tran TN, Hoeck S, De Schutter H, Janssens S, Peeters M, Van Hal G. The Impact of a Six-Year Existing Screening Programme Using the Faecal Immunochemical Test in Flanders (Belgium) on Colorectal Cancer Incidence, Mortality and Survival: A Population-Based Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:1654. [PMID: 36674409 PMCID: PMC9864341 DOI: 10.3390/ijerph20021654] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/11/2022] [Revised: 01/08/2023] [Accepted: 01/13/2023] [Indexed: 06/17/2023]
Abstract
The faecal immunochemical test (FIT) has been increasingly used for organised colorectal cancer (CRC) screening. We assessed the impact of a six-year existing FIT screening programme in Flanders (Belgium) on CRC incidence, mortality and survival. The Flemish CRC screening programme started in 2013, targeting individuals aged 50-74 years. Joinpoint regression was used to investigate trends of age-standardised CRC incidence and mortality among individuals aged 50-79 years (2004-2019). Their 5-year relative survival was calculated using the Ederer II method. We found that FIT screening significantly reduced CRC incidence, especially that of advanced-stage CRCs (69.8/100,000 in 2012 vs. 51.1/100,000 in 2019), with a greater impact in men. Mortality started to decline in men two years after organised screening implementation (annual reduction of 9.3% after 2015 vs. 2.2% before 2015). The 5-year relative survival was significantly higher in screen-detected (93.8%) and lower in FIT non-participant CRCs (61.9%) vs. FIT interval cancers and CRCs in never-invited cases (67.6% and 66.7%, respectively). Organised FIT screening in Flanders clearly reduced CRC incidence (especially advanced-stage) and mortality (in men, but not yet in women). Survival is significantly better in screen-detected cases vs. CRCs in unscreened people. Our findings support the implementation of FIT organised screening and the continued effort to increase uptake.
Collapse
Affiliation(s)
- Thuy Ngan Tran
- Centre for Cancer Detection, 8000 Bruges, Belgium
- Family Medicine and Population Health (FAMPOP), Faculty of Medicine and Health Sciences, University of Antwerp, 2610 Antwerp, Belgium
| | - Sarah Hoeck
- Centre for Cancer Detection, 8000 Bruges, Belgium
- Family Medicine and Population Health (FAMPOP), Faculty of Medicine and Health Sciences, University of Antwerp, 2610 Antwerp, Belgium
| | | | - Sharon Janssens
- Research Department, Belgian Cancer Registry, 1210 Brussels, Belgium
| | - Marc Peeters
- Department of Oncology, Antwerp University Hospital, 2650 Edegem, Belgium
- Integrated Personalized & Precision Oncology Network (IPPON), University of Antwerp, 2610 Antwerp, Belgium
| | - Guido Van Hal
- Centre for Cancer Detection, 8000 Bruges, Belgium
- Family Medicine and Population Health (FAMPOP), Faculty of Medicine and Health Sciences, University of Antwerp, 2610 Antwerp, Belgium
| |
Collapse
|
22
|
Rubio-Mangas D, García-Arranz M, Torres-Rodriguez Y, León-Arellano M, Suela J, García-Olmo D. Differential presence of exons (DPE): sequencing liquid biopsy by NGS. A new method for clustering colorectal Cancer patients. BMC Cancer 2023; 23:2. [PMID: 36593457 PMCID: PMC9808981 DOI: 10.1186/s12885-022-10459-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2022] [Accepted: 12/19/2022] [Indexed: 01/04/2023] Open
Abstract
Differential presence of exons (DPE) by next generation sequencing (NGS) is a method of interpretation of whole exome sequencing. This method has been proposed to design a predictive and diagnostic algorithm with clinical value in plasma from patients bearing colorectal cancer (CRC). The aim of the present study was to determine a common exonic signature to discriminate between different clinical pictures, such as non-metastatic, metastatic and non-disease (healthy), using a sustainable and novel technology in liquid biopsy.Through DPE analysis, we determined the differences in DNA exon levels circulating in plasma between patients bearing CRC vs. healthy, patients bearing CRC metastasis vs. non-metastatic and patients bearing CRC metastasis vs. healthy comparisons. We identified a set of 510 exons (469 up and 41 down) whose differential presence in plasma allowed us to group and classify between the three cohorts. Random forest classification (machine learning) was performed and an estimated out-of-bag (OOB) error rate of 35.9% was obtained and the predictive model had an accuracy of 75% with a confidence interval (CI) of 56.6-88.5.In conclusion, the DPE analysis allowed us to discriminate between different patho-physiological status such as metastatic, non-metastatic and healthy donors. In addition, this analysis allowed us to obtain very significant values with respect to previous published results, since we increased the number of samples in our study. These results suggest that circulating DNA in patient's plasma may be actively released by cells and may be involved in intercellular communication and, therefore, may play a pivotal role in malignant transformation (genometastasis).
Collapse
Affiliation(s)
- David Rubio-Mangas
- Genómica y Medicina, NIMGenetics, Madrid, Spain. S. L, 28108 Madrid, Spain
| | - Mariano García-Arranz
- grid.419651.e0000 0000 9538 1950New Therapy Laboratory, Instituto de Investigación Sanitaria Fundación Jiménez Díaz, 28040 Madrid, Spain ,grid.5515.40000000119578126Department of Surgery, School of Medicine, Universidad Autónoma de Madrid, C. Arzobispo Morcillo, 4, 28029 Madrid, Spain
| | | | - Miguel León-Arellano
- grid.419651.e0000 0000 9538 1950Department of Surgery, Hospital Fundación Jiménez Díaz, 28040 Madrid, Spain
| | - Javier Suela
- Genómica y Medicina, NIMGenetics, Madrid, Spain. S. L, 28108 Madrid, Spain
| | - Damián García-Olmo
- grid.419651.e0000 0000 9538 1950New Therapy Laboratory, Instituto de Investigación Sanitaria Fundación Jiménez Díaz, 28040 Madrid, Spain ,grid.5515.40000000119578126Department of Surgery, School of Medicine, Universidad Autónoma de Madrid, C. Arzobispo Morcillo, 4, 28029 Madrid, Spain ,grid.419651.e0000 0000 9538 1950Department of Surgery, Hospital Fundación Jiménez Díaz, 28040 Madrid, Spain ,grid.5515.40000000119578126Department of Surgery, New Therapies Laboratory, Foundation Health Research Institute-Fundación Jiménez Díaz University Hospital (FIIS-FJD), Universidad Autónoma de Madrid (UAM), Avda. Reyes Católicos, 2, 28040 Madrid, Spain
| |
Collapse
|
23
|
Identification of a 5-Hydroxymethylation Signature in Circulating Cell-Free DNA for the Noninvasive Detection of Colorectal Cancer. JOURNAL OF ONCOLOGY 2022; 2022:3798741. [PMID: 36276281 PMCID: PMC9581595 DOI: 10.1155/2022/3798741] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/06/2022] [Revised: 08/01/2022] [Accepted: 08/13/2022] [Indexed: 12/24/2022]
Abstract
Background As a crucial epigenetic modification, DNA 5-hydroxymethylcytosine (5-hmC) plays a key role during colorectal cancer (CRC) carcinogenesis. Nevertheless, the levels of 5-hmC-related genes in the circulating DNA of CRC remain largely unknown. Methods and Results The GSE81314 dataset from the Gene Expression Omnibus (GEO), which was generated by chemical marking-based low-input shotgun sequencing to detect 5-hmC in circulating cell-free DNA (cfDNA) was used in the present study. The GSE81314 dataset includes data for 8 plasma samples from healthy individuals and 4 plasma samples from CRC patients. The difference in the 5-hmC levels in cfDNA between the CRC group and healthy individuals was analyzed by the differentially expressed genes (DEG) package. Weighted gene coexpression network analysis (WGCNA) was conducted to analyze gene coexpression modules associated with sample characteristics. DEG analysis identified 19 upregulated and 9 downregulated 5-hmC-related genes. WGCNA showed that the pink, purple, and brown modules, which contain 531 genes in total, were significantly correlated with CRC (0.66, 0.61, and -0.59, respectively). We used gene set enrichment analysis (GSEA) software to compare 5-hmC-related genes and pathways between CRC patients and healthy controls. We further performed a protein–protein interaction (PPI) analysis and identified 4 nodes (LCN2, LRG1, S100P, and TACSTD2) that played key roles in the network, and we analyzed the expression of these nodes S100P in the GEPIA database. Consistent with the 5-hmC levels in CRC patient plasma, our external validation results from the GEPIA and UALCAN databases showed that LCN2, LRG1, S100P, and TACSTD2 were highly expressed in CRC tissue compared with controls. The DNA promoter methylation levels of LCN2, LRG1, and S100P were lower in CRC tissue than in normal control tissue. Conclusion The present findings suggest that abnormality in cell-free DNA hydroxylation in plasma may be associated with CRC. In addition, the 5-hmC levels of LCN2, LRG1, S100P, and TACSTD2 in circulating cfDNA may be used as potential noninvasive markers for CRC.
Collapse
|
24
|
Mauri G, Vitiello PP, Sogari A, Crisafulli G, Sartore-Bianchi A, Marsoni S, Siena S, Bardelli A. Liquid biopsies to monitor and direct cancer treatment in colorectal cancer. Br J Cancer 2022; 127:394-407. [PMID: 35264786 PMCID: PMC9346106 DOI: 10.1038/s41416-022-01769-8] [Citation(s) in RCA: 60] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2021] [Revised: 02/02/2022] [Accepted: 02/17/2022] [Indexed: 12/15/2022] Open
Abstract
Colorectal cancer (CRC) is one of the most prevalent and deadly cancers worldwide. Despite recent improvements in treatment and prevention, most of the current therapeutic options are weighted by side effects impacting patients' quality of life. Better patient selection towards systemic treatments represents an unmet clinical need. The recent multidisciplinary and molecular advancements in the treatment of CRC patients demand the identification of efficient biomarkers allowing to personalise patient care. Currently, core tumour biopsy specimens represent the gold-standard biological tissue to identify such biomarkers. However, technical feasibility, tumour heterogeneity and cancer evolution are major limitations of this single-snapshot approach. Genotyping circulating tumour DNA (ctDNA) has been addressed as potentially overcoming such limitations. Indeed, ctDNA has been retrospectively demonstrated capable of identifying minimal residual disease post-surgery and post-adjuvant treatment, as well as spotting druggable molecular alterations for tailoring treatments in metastatic disease. In this review, we summarise the available evidence on ctDNA applicability in CRC. Then, we review ongoing clinical trials assessing how liquid biopsy can be used interventionally to guide therapeutic choice in localised, locally advanced and metastatic CRC. Finally, we discuss how its widespread could transform CRC patients' management, dissecting its limitations while suggesting improvement strategies.
Collapse
Affiliation(s)
- Gianluca Mauri
- IFOM-FIRC Institute of Molecular Oncology, Milan, Italy
- Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milan, Italy
| | - Pietro Paolo Vitiello
- Candiolo Cancer Institute, FPO-IRCCS, 10060, Candiolo, TO, Italy
- Department of Oncology, University of Torino, 10060, Candiolo, TO, Italy
| | - Alberto Sogari
- Candiolo Cancer Institute, FPO-IRCCS, 10060, Candiolo, TO, Italy
- Department of Oncology, University of Torino, 10060, Candiolo, TO, Italy
| | - Giovanni Crisafulli
- Candiolo Cancer Institute, FPO-IRCCS, 10060, Candiolo, TO, Italy
- Department of Oncology, University of Torino, 10060, Candiolo, TO, Italy
| | - Andrea Sartore-Bianchi
- Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milan, Italy
- Department of Hematology, Oncology, and Molecular Medicine, Grande Ospedale Metropolitano Niguarda, 20162, Milan, Italy
| | | | - Salvatore Siena
- Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milan, Italy
- Department of Hematology, Oncology, and Molecular Medicine, Grande Ospedale Metropolitano Niguarda, 20162, Milan, Italy
| | - Alberto Bardelli
- Candiolo Cancer Institute, FPO-IRCCS, 10060, Candiolo, TO, Italy.
- Department of Oncology, University of Torino, 10060, Candiolo, TO, Italy.
| |
Collapse
|
25
|
de-Madaria E, Mira JJ, Carrillo I, Afif W, Ang D, Antelo M, Bollipo S, Castells A, Chahal P, Heinrich H, Law JK, van Leerdam ME, Lens S, Pannala R, Park SH, Rabiee A, Savarino EV, Singh VK, Vargo J, Charabaty A, Drenth JPH. The present and future of gastroenterology and hepatology: an international SWOT analysis (the GASTROSWOT project). Lancet Gastroenterol Hepatol 2022; 7:485-494. [PMID: 35247318 DOI: 10.1016/s2468-1253(21)00442-8] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/23/2021] [Revised: 11/18/2021] [Accepted: 11/19/2021] [Indexed: 06/14/2023]
Abstract
GASTROSWOT is a strategic analysis of the current and projected states of the different subspecialties in gastroenterology that aims to provide guidance for research, clinical, and financial planning in gastroenterology. We executed a consensus-based international strengths, weaknesses, opportunities, and threats (SWOT) analysis. Four general coordinators, six field coordinators, and 12 experts participated in the study. SWOTs were provided for the following fields: neurogastroenterology, functional gastrointestinal disorders, and upper gastrointestinal diseases; inflammatory bowel disease; pancreatology and biliary diseases; endoscopy; gastrointestinal oncology; and hepatology. The GASTROSWOT analysis highlights the following in the current state of the field of gastroenterology: the incidence and complexity of several gastrointestinal diseases, including malignancies, are increasing; the COVID-19 pandemic has affected patient care on several levels; and with the advent of technical innovations in gastroenterology, a well trained workforce and strategic planning are required to optimise health-care utilisation. The analysis calls attention to the following in the future of gastroenterology: artificial intelligence and the use of big data will speed up discovery and smarter health-care provision in the field; the growth and diversification of gastroenterological specialties will improve specialised care for patients, but could promote fragmentation of care and health system inefficiencies; and furthermore, thoughtful planning is needed to reach an effective balance between the need for subspecialists and the value of general gastroenterology services.
Collapse
Affiliation(s)
- Enrique de-Madaria
- Gastroenterology Department, Alicante University General Hospital, Alicante Institute for Health and Biomedical Research, Alicante, Spain
| | - José J Mira
- Atenena Research Group, Foundation for the Promotion of Health and Biomedical Research of Valencia Region, FISABAO, Sant Joan d'Alacant, Spain; Department of Health Psychology, Miguel Hernández University of Elche, Elche, Spain
| | - Irene Carrillo
- Atenena Research Group, Foundation for the Promotion of Health and Biomedical Research of Valencia Region, FISABAO, Sant Joan d'Alacant, Spain; Department of Health Psychology, Miguel Hernández University of Elche, Elche, Spain
| | - Waqqas Afif
- Division of Gastroenterology, McGill University Health Centre, Montreal, QC, Canada
| | - Daphne Ang
- Department of Gastroenterology, Changi General Hospital, Singapore, Singapore
| | - Marina Antelo
- Oncology Section, Dr C Bonorino Udaondo Gastroenterology Hospital, Buenos Aires, Argentina
| | - Steven Bollipo
- Department of Gastroenterology, John Hunter Hospital, Newcastle, NSW, Australia; School of Medicine and Public Health, University of Newcastle, Newcastle, NSW, Australia
| | - Antoni Castells
- Gastroenterology Department, IDIBAPS, CIBERehd, University of Barcelona, Barcelona, Spain; Hospital Clinic of Barcelona, IDIBAPS, CIBERehd, University of Barcelona, Barcelona, Spain
| | - Prabhleen Chahal
- Digestive Disease and Surgery Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Henriette Heinrich
- Stadtspital Waid und Triemli Abteilung für Gastroenterologie, University of Zurich, Zurich, Switzerland
| | | | - Monique E van Leerdam
- Department of Gastrointestinal Oncology, Netherlands Cancer Institute, Amsterdam, Netherlands; Department of Gastroenterology and Hepatology, Leiden University Medical Center, Leiden, Netherlands
| | - Sabela Lens
- Liver Unit, IDIBAPS, CIBERehd, University of Barcelona, Barcelona, Spain
| | - Rahul Pannala
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Mayo Clinic Arizona, Phoenix, AZ, USA
| | - San Hyoung Park
- Department of Gastroenterology, and Inflammatory Bowel Disease Center, University of Ulsan College of Medicine, Asan Medical Center, Seoul, South Korea
| | - Atoosa Rabiee
- Division of Gastroenterology and Hepatology, Washington DC Veterans Affairs Medical Center, Washington, DC, USA
| | - Edoardo V Savarino
- Gastroenterology Unit, Department of Surgery, Oncology and Gastroenterology, University of Padua, Padua, Italy
| | - Vikesh K Singh
- Division of Gastroenterology and Hepatology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - John Vargo
- Department of Gastroenterology, Hepatology and Nutrition, Digestive Diseases and Surgery Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Aline Charabaty
- Division of Gastroenterology, Sibley Memorial Hospital, Johns Hopkins University, Washington, DC, USA
| | - Joost P H Drenth
- Department of Gastroenterology and Hepatology, Radboud University Medical Center, Nijmegen, Netherlands.
| |
Collapse
|
26
|
Jain S, Maque J, Galoosian A, Osuna-Garcia A, May FP. Optimal Strategies for Colorectal Cancer Screening. Curr Treat Options Oncol 2022; 23:474-493. [PMID: 35316477 PMCID: PMC8989803 DOI: 10.1007/s11864-022-00962-4] [Citation(s) in RCA: 31] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/31/2022] [Indexed: 12/12/2022]
Abstract
OPINION STATEMENT Colorectal cancer (CRC) imposes significant morbidity and mortality, yet it is also largely preventable with evidence-based screening strategies. In May 2021, the US Preventive Services Task Force updated guidance, recommending screening begin at age 45 for average-risk individuals to reduce CRC incidence and mortality in the United States (US). The Task Force recommends screening with one of several screening strategies: high-sensitivity guaiac fecal occult blood test (HSgFOBT), fecal immunochemical test (FIT), multi-target stool DNA (mt-sDNA) test, computed tomographic (CT) colonography (virtual colonoscopy), flexible sigmoidoscopy, flexible sigmoidoscopy with FIT, or traditional colonoscopy. In addition to these recommended options, there are several emerging and novel CRC screening modalities that are not yet approved for first-line screening in average-risk individuals. These include blood-based screening or "liquid biopsy," colon capsule endoscopy, urinary metabolomics, and stool-based microbiome testing for the detection of colorectal polyps and/or CRC. In order to maximize CRC screening uptake in the US, patients and providers should engage in informed decision-making about the benefits and limitations of recommended screening options to determine the most appropriate screening test. Factors to consider include the invasiveness of the test, test performance, screening interval, accessibility, and cost. In addition, health systems should have a programmatic approach to CRC screening, which may include evidence-based strategies such as patient education, provider education, mailed screening outreach, and/or patient navigation, to maximize screening participation.
Collapse
Affiliation(s)
- Shailavi Jain
- Department of Medicine, David Geffen School of Medicine, UCLA Ronald Reagan Medical Center, University of California Los Angeles, 757 Westwood Plaza, Los Angeles, CA 90095 USA
| | - Jetrina Maque
- Department of Medicine, David Geffen School of Medicine, UCLA Ronald Reagan Medical Center, University of California Los Angeles, 757 Westwood Plaza, Los Angeles, CA 90095 USA
| | - Artin Galoosian
- Department of Medicine, David Geffen School of Medicine, UCLA Ronald Reagan Medical Center, University of California Los Angeles, 757 Westwood Plaza, Los Angeles, CA 90095 USA
- Vatche and Tamar Manoukian Division of Digestive Diseases, Department of Medicine, David Geffen School of Medicine, University of California Los Angeles, 650 S. Charles E Young Drive, Center for Health Sciences, Suite A2-125, Los Angeles, CA 90095-6900 USA
| | - Antonia Osuna-Garcia
- Louise M. Darling Biomedical Library, University of California, Los Angeles, Center for Health Sciences, 12-077, Los Angeles, CA 90095-1798 USA
| | - Folasade P. May
- Department of Medicine, David Geffen School of Medicine, UCLA Ronald Reagan Medical Center, University of California Los Angeles, 757 Westwood Plaza, Los Angeles, CA 90095 USA
- Vatche and Tamar Manoukian Division of Digestive Diseases, Department of Medicine, David Geffen School of Medicine, University of California Los Angeles, 650 S. Charles E Young Drive, Center for Health Sciences, Suite A2-125, Los Angeles, CA 90095-6900 USA
- Greater Los Angeles Veterans Affairs Healthcare System, Los Angeles, CA USA
- UCLA Kaiser Permanente Center for Health Equity, Jonsson Comprehensive Cancer Center, 650 S. Charles E Young Drive, Center for Health Sciences, Suite A2-125, Los Angeles, CA 90095-6900 USA
| |
Collapse
|
27
|
Găină MA, Szalontay AS, Ștefănescu G, Bălan GG, Ghiciuc CM, Boloș A, Găină AM, Ștefănescu C. State-of-the-Art Review on Immersive Virtual Reality Interventions for Colonoscopy-Induced Anxiety and Pain. J Clin Med 2022; 11:1670. [PMID: 35329993 PMCID: PMC8949336 DOI: 10.3390/jcm11061670] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2022] [Revised: 03/11/2022] [Accepted: 03/15/2022] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Colonoscopy related fear impairs the current gold standard screening of colorectal cancer. Compared to other minimally invasive procedures for cancer screening, colonoscopy-induced anxiety exceeds the procedure through bowel preparation. Immersive virtual reality's (iVR) role in alleviating the complex stress-pain relationship encountered during medical procedures is directly proportional to the rising affordability of state-of-the-art Head-Mounted-Displays (HMDs). OBJECTIVE to assess the effect of iVR on patients' colonoscopy-induced anxiety and pain. MATERIALS AND METHODS A systematic search was conducted in PubMed, Cochrane Central Register of Controlled Trials, Web of Science, Embase and Scopus databases up to January 2022. Clinical trials evaluating anxiety as an outcome were included without language restriction. RESULTS Four clinical trials were included: three on the patients' intraprocedural anxiety and one on patient education. Intraprocedural iVR interventions for colonoscopy-induced anxiety and pain revealed a similar effect as conventional sedation, while a statistically significant reduction was reported for non-sedated patients. iVR patient education improved the quality of bowel preparation and reduced patient anxiety before colonoscopy. CONCLUSIONS The current research highlights the need to use high-end HMDs and appropriate interactive iVR software content for colonoscopy-induced anxiety. Methodological frameworks regarding the eligibility of participants, double-blinding and randomization of iVR studies can facilitate the development of iVR implementation for anxiety and pain management.
Collapse
Affiliation(s)
- Marcel-Alexandru Găină
- Psychiatry, Department of Medicine III, Faculty of Medicine, Grigore T. Popa University of Medicine and Pharmacy of Iasi, 16 Universitatii Street, 700115 Iasi, Romania; (A.S.S.); (A.B.); (C.Ș.)
- Institute of Psychiatry “Socola”, 36 Bucium Street, 700282 Iasi, Romania
| | - Andreea Silvana Szalontay
- Psychiatry, Department of Medicine III, Faculty of Medicine, Grigore T. Popa University of Medicine and Pharmacy of Iasi, 16 Universitatii Street, 700115 Iasi, Romania; (A.S.S.); (A.B.); (C.Ș.)
- Institute of Psychiatry “Socola”, 36 Bucium Street, 700282 Iasi, Romania
| | - Gabriela Ștefănescu
- Medical Semiology and Gastroenterology, Department of Medicine I, Faculty of Medicine, Grigore T. Popa University of Medicine and Pharmacy of Iasi, 16 Universitatii Street, 700115 Iasi, Romania; (G.Ș.); (G.G.B.)
- 2nd Gastroenterology Ward, Saint “Spiridon” County Hospital, Independence Bvd. No 1, 700111 Iasi, Romania
| | - Gheorghe Gh Bălan
- Medical Semiology and Gastroenterology, Department of Medicine I, Faculty of Medicine, Grigore T. Popa University of Medicine and Pharmacy of Iasi, 16 Universitatii Street, 700115 Iasi, Romania; (G.Ș.); (G.G.B.)
- 2nd Gastroenterology Ward, Saint “Spiridon” County Hospital, Independence Bvd. No 1, 700111 Iasi, Romania
| | - Cristina Mihaela Ghiciuc
- Pharmacology, Clinical Pharmacology and Algeziology, Department of Morpho-Functional Sciences II, Faculty of Medicine, Grigore T. Popa University of Medicine and Pharmacy of Iasi, 16 Universitatii Street, 700115 Iasi, Romania;
| | - Alexandra Boloș
- Psychiatry, Department of Medicine III, Faculty of Medicine, Grigore T. Popa University of Medicine and Pharmacy of Iasi, 16 Universitatii Street, 700115 Iasi, Romania; (A.S.S.); (A.B.); (C.Ș.)
- Institute of Psychiatry “Socola”, 36 Bucium Street, 700282 Iasi, Romania
| | - Alexandra-Maria Găină
- 1st Neurology Ward, Hospital of Neurosurgery “Prof. Dr. Nicolae Oblu” Iasi, 2 Ateneului Street, 700309 Iasi, Romania;
| | - Cristinel Ștefănescu
- Psychiatry, Department of Medicine III, Faculty of Medicine, Grigore T. Popa University of Medicine and Pharmacy of Iasi, 16 Universitatii Street, 700115 Iasi, Romania; (A.S.S.); (A.B.); (C.Ș.)
- Institute of Psychiatry “Socola”, 36 Bucium Street, 700282 Iasi, Romania
| |
Collapse
|
28
|
Mezerová K, Starý L, Zbořil P, Klementa I, Stašek M, Špička P, Skalický P, Raclavský V. Cyclomodulins and Hemolysis in E. coli as Potential Low-Cost Non-Invasive Biomarkers for Colorectal Cancer Screening. Life (Basel) 2021; 11:1165. [PMID: 34833041 PMCID: PMC8621933 DOI: 10.3390/life11111165] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2021] [Revised: 10/01/2021] [Accepted: 10/29/2021] [Indexed: 12/18/2022] Open
Abstract
The frequent occurrence of E. coli positive for cyclomodulins such as colibactin (CLB), the cytotoxic necrotizing factor (CNF), and the cytolethal distending factor (CDT) in colorectal cancer (CRC) patients published so far provides the opportunity to use them as CRC screening markers. We examined the practicability and performance of a low-cost detection approach that relied on culture followed by simplified DNA extraction and PCR in E. coli isolates recovered from 130 CRC patients and 111 controls. Our results showed a statistically significant association between CRC and the presence of colibactin genes clbB and clbN, the cnf gene, and newly, the hemolytic phenotype of E. coli isolates. We also observed a significant increase in the mean number of morphologically distinct E. coli isolates per patient in the CRC cohort compared to controls, indicating that the cyclomodulin-producing E. coli strains may represent potentially preventable harmful newcomers in CRC patients. A colibactin gene assay showed the highest detection rate (45.4%), and males would benefit from the screening more than females. However, because of the high number of false positives, practical use of this marker must be explored. In our opinion, it may serve as an auxiliary marker to increase the specificity and/or sensitivity of the well-established fecal immunochemical test (FIT) in CRC screening.
Collapse
Affiliation(s)
- Kristýna Mezerová
- Department of Microbiology, Faculty of Medicine & Dentistry, Palacký University Olomouc, Hněvotínská 3, 775 15 Olomouc, Czech Republic;
| | - Lubomír Starý
- First Department of Surgery, University Hospital Olomouc, I. P. Pavlova 6, 779 00 Olomouc, Czech Republic; (L.S.); (P.Z.); (I.K.); (M.S.); (P.Š.); (P.S.)
| | - Pavel Zbořil
- First Department of Surgery, University Hospital Olomouc, I. P. Pavlova 6, 779 00 Olomouc, Czech Republic; (L.S.); (P.Z.); (I.K.); (M.S.); (P.Š.); (P.S.)
| | - Ivo Klementa
- First Department of Surgery, University Hospital Olomouc, I. P. Pavlova 6, 779 00 Olomouc, Czech Republic; (L.S.); (P.Z.); (I.K.); (M.S.); (P.Š.); (P.S.)
| | - Martin Stašek
- First Department of Surgery, University Hospital Olomouc, I. P. Pavlova 6, 779 00 Olomouc, Czech Republic; (L.S.); (P.Z.); (I.K.); (M.S.); (P.Š.); (P.S.)
| | - Petr Špička
- First Department of Surgery, University Hospital Olomouc, I. P. Pavlova 6, 779 00 Olomouc, Czech Republic; (L.S.); (P.Z.); (I.K.); (M.S.); (P.Š.); (P.S.)
| | - Pavel Skalický
- First Department of Surgery, University Hospital Olomouc, I. P. Pavlova 6, 779 00 Olomouc, Czech Republic; (L.S.); (P.Z.); (I.K.); (M.S.); (P.Š.); (P.S.)
| | - Vladislav Raclavský
- Department of Microbiology, Faculty of Medicine & Dentistry, Palacký University Olomouc, Hněvotínská 3, 775 15 Olomouc, Czech Republic;
| |
Collapse
|
29
|
Colorectal Cancer Screening: Have We Addressed Concerns and Needs of the Target Population? GASTROINTESTINAL DISORDERS 2021. [DOI: 10.3390/gidisord3040018] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
Despite the recognized benefits of colorectal cancer (CRC) screening, uptake is still suboptimal in many countries. In addressing this issue, one important element that has not received sufficient attention is population preference. Our review provides a comprehensive summary of the up-to-date evidence relative to this topic. Four OVID databases were searched: Ovid MEDLINE® ALL, Biological Abstracts, CAB Abstracts, and Global Health. Among the 742 articles generated, 154 full texts were selected for a more thorough evaluation based on predefined inclusion criteria. Finally, 83 studies were included in our review. The general population preferred either colonoscopy as the most accurate test, or fecal occult blood test (FOBT) as the least invasive for CRC screening. The emerging blood test (SEPT9) and capsule colonoscopy (nanopill), with the potential to overcome the pitfalls of the available techniques, were also favored. Gender, age, race, screening experience, education and beliefs, the perceived risk of CRC, insurance, and health status influence one’s test preference. To improve uptake, CRC screening programs should consider offering test alternatives and tailoring the content and delivery of screening information to the public’s preferences. Other logistical measures in terms of the types of bowel preparation, gender of endoscopist, stool collection device, and reward for participants can also be useful.
Collapse
|
30
|
Anghel SA, Ioniță-Mîndrican CB, Luca I, Pop AL. Promising Epigenetic Biomarkers for the Early Detection of Colorectal Cancer: A Systematic Review. Cancers (Basel) 2021; 13:4965. [PMID: 34638449 PMCID: PMC8508438 DOI: 10.3390/cancers13194965] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2021] [Revised: 09/22/2021] [Accepted: 09/29/2021] [Indexed: 12/12/2022] Open
Abstract
In CRC, screening compliance is decreased due to the experienced discomfort associated with colonoscopy, although this method is the gold standard in terms of sensitivity and specificity. Promoter DNA methylation (hypomethylation or hypermethylation) has been linked to all CRC stages. Study objectives: to systematically review the current knowledge on approved biomarkers, reveal new potential ones, and inspect tactics that can improve performance. This research was conducted according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines; the risk of bias was evaluated using the revised Quality Assessment of Diagnostic Accuracy Studies criteria (QUADAS-2). The Web of Science® Core Collection, MEDLINE® and Scopus® databases were searched for original articles published in peer-reviewed journals with the specific keywords "colorectal cancer", "early detection", "early-stage colorectal cancer", "epigenetics", "biomarkers", "DNA methylation biomarkers", "stool or blood or tissue or biopsy", "NDRG4", "BMP3", "SEPT9", and "SDC2". Based on eligibility criteria, 74 articles were accepted for analysis. mSDC2 and mSEPT9 were frequently assessed in studies, alone or together as part of the ColoDefense panel test-the latter with the greatest performance. mBMP3 may not be an appropriate marker for detecting CRC. A panel of five methylated binding sites of the CTCF gene holds the promise for early-stage specific detection of CRC. CRC screening compliance and accuracy can be enhanced by employing a stool mt-DNA methylation test.
Collapse
Affiliation(s)
- Sorina Andreea Anghel
- Department of Clinical Laboratory, Food Safety, "Carol Davila" University of Medicine and Pharmacy, 6 Traian Vuia Street, 020945 Bucharest, Romania
- Department of Molecular Cell Biology, Institute of Biochemistry, Splaiul Independentei 296, 060031 Bucharest, Romania
| | - Corina-Bianca Ioniță-Mîndrican
- Department of Clinical Laboratory, Food Safety, "Carol Davila" University of Medicine and Pharmacy, 6 Traian Vuia Street, 020945 Bucharest, Romania
- Department of Toxicology, Faculty of Pharmacy, "Carol Davila" University of Medicine and Pharmacy, 020945 Bucharest, Romania
| | - Ioana Luca
- Department of Clinical Laboratory, Food Safety, "Carol Davila" University of Medicine and Pharmacy, 6 Traian Vuia Street, 020945 Bucharest, Romania
| | - Anca Lucia Pop
- Department of Clinical Laboratory, Food Safety, "Carol Davila" University of Medicine and Pharmacy, 6 Traian Vuia Street, 020945 Bucharest, Romania
| |
Collapse
|
31
|
Coronado GD, Kihn-Stang A, Slaughter MT, Petrik AF, Thompson JH, Rivelli JS, Jimenez R, Gibbs J, Yadav N, Mummadi RR. Follow-up colonoscopy after an abnormal stool-based colorectal cancer screening result: analysis of steps in the colonoscopy completion process. BMC Gastroenterol 2021; 21:356. [PMID: 34583638 PMCID: PMC8477359 DOI: 10.1186/s12876-021-01923-1] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/14/2021] [Accepted: 09/14/2021] [Indexed: 12/23/2022] Open
Abstract
Background Delays in receiving follow-up colonoscopy after an abnormal fecal immunochemical test (FIT) result are associated with increased colorectal cancer incidence and mortality. Little is known about patterns of follow-up colonoscopy completion in federally qualified health centers. Methods We abstracted the medical records of health center patients, aged 50–75 years, who had an abnormal FIT result between August 5, 2017 and August 4, 2018 (N = 711). We assessed one-year rates of colonoscopy referral, pre-procedure visit completion, colonoscopy completion, and time to colonoscopy; associations between these outcomes and patient characteristics; and reasons for non-completion found in the medical record. Results Of the 711 patients with an abnormal FIT result, 90% were referred to colonoscopy, but only 52% completed a pre-procedure visit, and 43% completed a colonoscopy within 1 year. Median time to colonoscopy was 83 days (interquartile range: 52–131 days). Pre-procedure visit and colonoscopy completion rates were relatively low in patients aged 65–75 (vs. 50–64), who were uninsured (vs. insured) or had no clinic visit in the prior year (vs. ≥ 1 clinic visit). Common reasons listed for non-completion were that the patient declined, or the provider could not reach the patient. Discussion Efforts to improve follow-up colonoscopy rates in health centers might focus on supporting the care transition from primary to specialty gastroenterology care and emphasize care for older uninsured patients and those having no recent clinic visits. Our findings can inform efforts to improve follow-up colonoscopy uptake, reduce time to colonoscopy receipt, and save lives from colorectal cancer. Trial registration: National Clinical Trial (NCT) Identifier: NCT03925883.
Collapse
Affiliation(s)
- Gloria D Coronado
- Center for Health Research, Kaiser Permanente Northwest, 3800 North Interstate Avenue, Portland, OR, 97227, USA.
| | - Alexandra Kihn-Stang
- Center for Health Research, Kaiser Permanente Northwest, 3800 North Interstate Avenue, Portland, OR, 97227, USA.,Oregon Health Sciences University, Portland, OR, USA
| | - Matthew T Slaughter
- Center for Health Research, Kaiser Permanente Northwest, 3800 North Interstate Avenue, Portland, OR, 97227, USA
| | - Amanda F Petrik
- Center for Health Research, Kaiser Permanente Northwest, 3800 North Interstate Avenue, Portland, OR, 97227, USA
| | - Jamie H Thompson
- Center for Health Research, Kaiser Permanente Northwest, 3800 North Interstate Avenue, Portland, OR, 97227, USA
| | - Jennifer S Rivelli
- Center for Health Research, Kaiser Permanente Northwest, 3800 North Interstate Avenue, Portland, OR, 97227, USA
| | | | | | - Neha Yadav
- Sea Mar Community Health Centers, Seattle, WA, USA
| | | |
Collapse
|
32
|
Durán-Vinet B, Araya-Castro K, Calderón J, Vergara L, Weber H, Retamales J, Araya-Castro P, Leal-Rojas P. CRISPR/Cas13-Based Platforms for a Potential Next-Generation Diagnosis of Colorectal Cancer through Exosomes Micro-RNA Detection: A Review. Cancers (Basel) 2021; 13:4640. [PMID: 34572866 PMCID: PMC8466426 DOI: 10.3390/cancers13184640] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2021] [Revised: 09/07/2021] [Accepted: 09/09/2021] [Indexed: 02/07/2023] Open
Abstract
Colorectal cancer (CRC) is the third most prevalent cancer with the second highest mortality rate worldwide. CRC is a heterogenous disease with multiple risk factors associated, including obesity, smoking, and use of alcohol. Of total CRC cases, 60% are diagnosed in late stages, where survival can drop to about 10%. CRC screening programs are based primarily on colonoscopy, yet this approach is invasive and has low patient adherence. Therefore, there is a strong incentive for developing molecular-based methods that are minimally invasive and have higher patient adherence. Recent reports have highlighted the importance of extracellular vesicles (EVs), specifically exosomes, as intercellular communication vehicles with a broad cargo, including micro-RNAs (miRNAs). These have been syndicated as robust candidates for diagnosis, primarily for their known activities in cancer cells, including immunoevasion, tumor progression, and angiogenesis, whereas miRNAs are dysregulated by cancer cells and delivered by cancer-derived exosomes (CEx). Quantitative polymerase chain reaction (qPCR) has shown good results detecting specific cancer-derived exosome micro-RNAs (CEx-miRNAs) associated with CRC, but qPCR also has several challenges, including portability and sensitivity/specificity issues regarding experiment design and sample quality. CRISPR/Cas-based platforms have been presented as cost-effective, ultrasensitive, specific, and robust clinical detection tools in the presence of potential inhibitors and capable of delivering quantitative and qualitative real-time data for enhanced decision-making to healthcare teams. Thereby, CRISPR/Cas13-based technologies have become a potential strategy for early CRC diagnosis detecting CEx-miRNAs. Moreover, CRISPR/Cas13-based platforms' ease of use, scalability, and portability also showcase them as a potential point-of-care (POC) technology for CRC early diagnosis. This study presents two potential CRISPR/Cas13-based methodologies with a proposed panel consisting of four CEx-miRNAs, including miR-126, miR-1290, miR-23a, and miR-940, to streamline novel applications which may deliver a potential early diagnosis and prognosis of CRC.
Collapse
Affiliation(s)
- Benjamín Durán-Vinet
- Scientific and Technological Bioresource Nucleus (BIOREN-UFRO), Universidad de La Frontera, Temuco 4780000, Chile; (B.D.-V.); (K.A.-C.); (H.W.)
- Center of Excellence in Translational Medicine (CEMT), Biomedicine and Translational Research Laboratory, Universidad de La Frontera, Temuco 4780000, Chile;
| | - Karla Araya-Castro
- Scientific and Technological Bioresource Nucleus (BIOREN-UFRO), Universidad de La Frontera, Temuco 4780000, Chile; (B.D.-V.); (K.A.-C.); (H.W.)
- Innovation and Entrepreneurship Institute (iDEAUFRO), Universidad de La Frontera, Temuco 4780000, Chile
| | - Juan Calderón
- Center for Genetics and Genomics, School of Medicine, Institute of Science and Innovation in Medicine (ICIM), Clínica Alemana, Universidad del Desarrollo, Santiago 8320000, Chile;
| | - Luis Vergara
- Center of Excellence in Translational Medicine (CEMT), Biomedicine and Translational Research Laboratory, Universidad de La Frontera, Temuco 4780000, Chile;
- Doctoral Program in Cell and Applied Molecular Biology, Universidad de La Frontera, Temuco 4780000, Chile
| | - Helga Weber
- Scientific and Technological Bioresource Nucleus (BIOREN-UFRO), Universidad de La Frontera, Temuco 4780000, Chile; (B.D.-V.); (K.A.-C.); (H.W.)
- Center of Excellence in Translational Medicine (CEMT), Biomedicine and Translational Research Laboratory, Universidad de La Frontera, Temuco 4780000, Chile;
| | - Javier Retamales
- Chilean Cooperative Group for Oncologic Research (GOCCHI), Santiago 8320000, Chile;
| | - Paulina Araya-Castro
- School of Medicine, Clínica Alemana, Universidad del Desarrollo, Santiago 8320000, Chile;
| | - Pamela Leal-Rojas
- Scientific and Technological Bioresource Nucleus (BIOREN-UFRO), Universidad de La Frontera, Temuco 4780000, Chile; (B.D.-V.); (K.A.-C.); (H.W.)
- Center of Excellence in Translational Medicine (CEMT), Biomedicine and Translational Research Laboratory, Universidad de La Frontera, Temuco 4780000, Chile;
- Department of Agricultural Sciences and Natural Resources, Faculty of Agricultural and Forestry Science, Universidad de La Frontera, Temuco 4780000, Chile
| |
Collapse
|