1
|
Meyiah A, Khan FI, Alfaki DA, Murshed K, Raza A, Elkord E. The colorectal cancer microenvironment: Preclinical progress in identifying targets for cancer therapy. Transl Oncol 2025; 53:102307. [PMID: 39904281 PMCID: PMC11846588 DOI: 10.1016/j.tranon.2025.102307] [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: 11/06/2024] [Revised: 01/29/2025] [Accepted: 01/30/2025] [Indexed: 02/06/2025] Open
Abstract
Colorectal cancer (CRC) is a common cancer with high mortality rates. Despite progress in treatment, it remains an incurable disease for many patients. In CRC, the tumor microenvironment (TME) plays critical roles in tumor growth, progression, patients' prognosis, and response to treatments. Understanding TME complexities is important for developing effective therapies. In vitro and in vivo preclinical models are critical in understanding the disease, discovering potential targets, and developing effective therapeutics. In this review, we focus on preclinical research studies associated with modulation of the TME in CRC. These models give insights into understanding the role of stroma and immune cell components of the TME in CRC and improve clinical responses, providing insights in novel treatment options. Various studies have focused on targeting the TME in CRC to improve responses to different therapeutic approaches. These include identifying targets for cancer therapies, targeting molecular signaling, and enhancing the efficacy of immunotherapeutic modalities. Furthermore, targeting stromal and angiogenic factors in the TME may provide new therapeutic options. Overall, understanding and targeting the TME in CRC is a promising approach for improving therapeutic outcomes.
Collapse
Affiliation(s)
- Abdo Meyiah
- Department of Biosciences and Bioinformatics & Suzhou Municipal Key Lab of Biomedical Sciences and Translational Immunology, School of Science, Xi'an Jiaotong-Liverpool University, Suzhou, China
| | - Faez Iqbal Khan
- Department of Biosciences and Bioinformatics & Suzhou Municipal Key Lab of Biomedical Sciences and Translational Immunology, School of Science, Xi'an Jiaotong-Liverpool University, Suzhou, China
| | - Dia Aldeen Alfaki
- Department of Haematology, Al-Zaeim Al-Azhari University, Khartoum, Sudan
| | - Khaled Murshed
- Department of Pathology, Hamad Medical Corporation, Doha, Qatar
| | - Afsheen Raza
- College of Health Sciences, Abu Dhabi University, Abu Dhabi, United Arab Emirates
| | - Eyad Elkord
- Department of Biosciences and Bioinformatics & Suzhou Municipal Key Lab of Biomedical Sciences and Translational Immunology, School of Science, Xi'an Jiaotong-Liverpool University, Suzhou, China; College of Health Sciences, Abu Dhabi University, Abu Dhabi, United Arab Emirates; Biomedical Research Center, School of Science, Engineering and Environment, University of Salford, Manchester, UK.
| |
Collapse
|
2
|
Singer M, Valerin J, Zhang Z, Zhang Z, Dayyani F, Yaghmai V, Choi A, Imagawa D, Abi-Jaoudeh N. Promising Cellular Immunotherapy for Colorectal Cancer Using Classical Dendritic Cells and Natural Killer T Cells. Cells 2025; 14:166. [PMID: 39936958 PMCID: PMC11817869 DOI: 10.3390/cells14030166] [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: 12/30/2024] [Revised: 01/15/2025] [Accepted: 01/20/2025] [Indexed: 02/13/2025] Open
Abstract
Colorectal cancer (CRC) remains one of the leading causes of cancer-related morbidity and mortality around the world. Despite advances in surgery, chemotherapy, and targeted therapies, the prognosis for patients with metastatic or advanced CRC remains poor. Immunotherapies comprising immune checkpoint inhibitors showed disappointing responses in metastatic CRC (mCRC). However, cellular immunotherapy, specifically using classical dendritic cells (cDCs), may hold unique promise in immune recognition for CRC antigens. cDCs are substantial players in immune recognition and are instrumental in orchestrating innate and adaptive immune responses by processing and presenting tumor antigens to effector cells. Natural killer T (NKT) cells are insufficiently studied but unique effector cells because of their ability to bridge innate and adaptive immune reactions and the crosstalk with dendritic cells in cancer. This review explores the therapeutic potential of using both cDCs and NKT cells as a synergistic therapy in CRC, focusing on their biological roles, strategies for harnessing their capabilities, clinical applications, and the challenges within the tumor microenvironment. Both cDCs and NKT cells can be used as a new effective approach for cell-based therapies in cancers to provide a new hope for CRC patients that are challenging to treat.
Collapse
Affiliation(s)
- Mahmoud Singer
- Department of Radiological Sciences, School of Medicine, University of California, Irvine, CA 92617, USA
| | - Jennifer Valerin
- Department of Medicine, Chao Family Comprehensive Cancer Center, University of California, Irvine, CA 92697, USA (A.C.)
| | - Zhuoli Zhang
- Department of Radiological Sciences, School of Medicine, University of California, Irvine, CA 92617, USA
| | - Zigeng Zhang
- Department of Radiological Sciences, School of Medicine, University of California, Irvine, CA 92617, USA
| | - Farshid Dayyani
- Department of Medicine, Chao Family Comprehensive Cancer Center, University of California, Irvine, CA 92697, USA (A.C.)
| | - Vahid Yaghmai
- Department of Radiological Sciences, School of Medicine, University of California, Irvine, CA 92617, USA
| | - April Choi
- Department of Medicine, Chao Family Comprehensive Cancer Center, University of California, Irvine, CA 92697, USA (A.C.)
| | - David Imagawa
- Department of Surgery, University of California Irvine, Orange, CA 92697, USA
| | - Nadine Abi-Jaoudeh
- Department of Radiological Sciences, School of Medicine, University of California, Irvine, CA 92617, USA
| |
Collapse
|
3
|
Li Y, Cheng Z, Li S, Zhang J. Immunotherapy in colorectal cancer: Statuses and strategies. Heliyon 2025; 11:e41354. [PMID: 39811287 PMCID: PMC11731577 DOI: 10.1016/j.heliyon.2024.e41354] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2024] [Revised: 12/10/2024] [Accepted: 12/18/2024] [Indexed: 01/16/2025] Open
Abstract
Colorectal cancer (CRC) is widely recognized as the third most prevalent malignancy globally and the second leading cause of cancer-related mortality. Traditional treatment modalities for CRC, including surgery, chemotherapy, and radiotherapy, can be utilized either individually or in combination. However, these treatments frequently result in significant side effects due to their non-specificity and cytotoxicity affecting all cells. Moreover, a considerable number of patients face relapses following these treatments. Consequently, it is imperative to explore more efficacious treatment interventions for CRC patients. Immunotherapy, an emerging frontier in oncology, represents a novel therapeutic approach that leverages the body's immune system to target cancer cells. The principal advantage of immunotherapy is its capacity to selectively target cancer cells while minimizing damage to healthy cells. Its recent adoption as a neoadjuvant therapy presents significant potential to transform the treatment landscape for both primary resectable and metastatic CRC. This review endeavors to offer a comprehensive overview of current strategies in CRC immunotherapy, critically analyze existing literature, underscore anticipated outcomes from ongoing clinical trials, and deliberate on the challenges and impediments encountered within the field of immunotherapy.
Collapse
Affiliation(s)
- Yuan Li
- Shanghai Key Laboratory of Compound Chinese Medicines, The MOE Key Laboratory for Standardization of Chinese Medicines, Institute of Chinese Materia Medica, Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, China
| | - Zewei Cheng
- Shanghai Key Laboratory of Compound Chinese Medicines, The MOE Key Laboratory for Standardization of Chinese Medicines, Institute of Chinese Materia Medica, Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, China
| | - Shengli Li
- Precision Research Center for Refractory Diseases and Shanghai Key Laboratory of Pancreatic Diseases, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 201620, China
| | - Jiwei Zhang
- Shanghai Key Laboratory of Compound Chinese Medicines, The MOE Key Laboratory for Standardization of Chinese Medicines, Institute of Chinese Materia Medica, Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, China
| |
Collapse
|
4
|
Jacob M, Reddy RP, Garcia RI, Reddy AP, Khemka S, Roghani AK, Pattoor V, Sehar U, Reddy PH. Harnessing Artificial Intelligence for the Detection and Management of Colorectal Cancer Treatment. Cancer Prev Res (Phila) 2024; 17:499-515. [PMID: 39077801 PMCID: PMC11534518 DOI: 10.1158/1940-6207.capr-24-0178] [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: 04/08/2024] [Revised: 06/26/2024] [Accepted: 07/26/2024] [Indexed: 07/31/2024]
Abstract
Currently, eight million people in the United States suffer from cancer and it is a major global health concern. Early detection and interventions are urgently needed for all cancers, including colorectal cancer. Colorectal cancer is the third most common type of cancer worldwide. Based on the diagnostic efforts to general awareness and lifestyle choices, it is understandable why colorectal cancer is so prevalent today. There is a notable lack of awareness concerning the impact of this cancer and its connection to lifestyle elements, as well as people sometimes mistaking symptoms for a different gastrointestinal condition. Artificial intelligence (AI) may assist in the early detection of all cancers, including colorectal cancer. The usage of AI has exponentially grown in healthcare through extensive research, and since clinical implementation, it has succeeded in improving patient lifestyles, modernizing diagnostic processes, and innovating current treatment strategies. Numerous challenges arise for patients with colorectal cancer and oncologists alike during treatment. For initial screening phases, conventional methods often result in misdiagnosis. Moreover, after detection, determining the course of which colorectal cancer can sometimes contribute to treatment delays. This article touches on recent advancements in AI and its clinical application while shedding light on why this disease is so common today.
Collapse
Affiliation(s)
- Michael Jacob
- Department of Internal Medicine, Texas Tech University Health Sciences Center, Lubbock, Texas
- Department of Biological Sciences, Texas Tech University, Lubbock, Texas
| | - Ruhananhad P Reddy
- Department of Internal Medicine, Texas Tech University Health Sciences Center, Lubbock, Texas
- Lubbock High School, Lubbock, Texas
| | - Ricardo I Garcia
- Department of Internal Medicine, Texas Tech University Health Sciences Center, Lubbock, Texas
| | - Aananya P Reddy
- Department of Internal Medicine, Texas Tech University Health Sciences Center, Lubbock, Texas
- Lubbock High School, Lubbock, Texas
| | - Sachi Khemka
- Department of Internal Medicine, Texas Tech University Health Sciences Center, Lubbock, Texas
| | - Aryan Kia Roghani
- Department of Internal Medicine, Texas Tech University Health Sciences Center, Lubbock, Texas
- Frenship High School, Lubbock, Texas
| | - Vasanthkumar Pattoor
- Department of Internal Medicine, Texas Tech University Health Sciences Center, Lubbock, Texas
- University of South Florida, Tampa, Florida
| | - Ujala Sehar
- Department of Internal Medicine, Texas Tech University Health Sciences Center, Lubbock, Texas
| | - P Hemachandra Reddy
- Department of Internal Medicine, Texas Tech University Health Sciences Center, Lubbock, Texas
- Nutritional Sciences Department, College of Human Medicine, Texas Tech University Health Sciences Center, Lubbock, Texas
- Public Health Department of Graduate School of Biomedical Sciences, Texas Tech University Health Sciences Center, Lubbock, Texas
- Department of Speech, Language and Hearing Services, School Health Professions, Texas Tech University Health Sciences Center, Lubbock, Texas
- Department of Pharmacology and Neuroscience, Texas Tech University Health Sciences Center, Lubbock, Texas
| |
Collapse
|
5
|
Lin YC, Kuo WY, Kung PT, Tsai WC. Proportion trends, cancer stage, and survival of patients with cancer diagnosed through emergency and nonemergency departments: a nationwide cohort study. Front Oncol 2024; 14:1399326. [PMID: 39252940 PMCID: PMC11381288 DOI: 10.3389/fonc.2024.1399326] [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: 05/08/2024] [Accepted: 08/05/2024] [Indexed: 09/11/2024] Open
Abstract
Introduction To reduce mortality, the Taiwan government has vigorously promoted free cancer screening and preventive health screening services. Cancers are usually advanced by the time they are discovered in the emergency department. Through this study, we aimed to understand the characteristics of cancer patients diagnosed through the emergency department and thus identify high-risk populations by comparing cancer staging and survival rates in patients diagnosed in the emergency department and those diagnosed in the non-emergency department. Methods The retrospective study enrolled a total of 389,043 patients over the age of 20 who were newly diagnosed with one of the five major cancers (including lung cancer, colorectal cancer, breast cancer, prostate cancer, and oral cancer) between 2008 and 2017 and analyzed their diagnostic pathway, cancer stage at diagnosis, and survival time. Results Of the study participants, 59,423 patients (about 15.3%) were diagnosed with cancer through the emergency department. We found that a sizable proportion of older people and patients with low education and low incomes were diagnosed through emergency department visits, and those with a health condition comorbidity severity of 3 had the highest proportion diagnosed by the emergency department, advanced stages at diagnosis, and risk of death. These can be classified as high-risk groups. In addition, 76.4% of patients diagnosed in the emergency department had advanced cancer, and the risk of death was 1.46 times higher than that of patients diagnosed in the non-emergency department. Although cancer screening is available, it does not reduce the proportion of patients with advanced cancer who are diagnosed through or at the time of diagnosis in the emergency department. Conclusions The present study found that the government's cancer screening did not affect the proportion or number of cancers diagnosed through emergency department visits. Therefore, the government should focus on more cancer screening, health education in high-risk groups, and strengthening the link between emergency and oncology departments to reduce the risk of death for patients diagnosed through emergency department visits.
Collapse
Affiliation(s)
- Ying-Chao Lin
- Graduate Institute of Public Health, China Medical University, Taichung, Taiwan
- School of Medicine, Tzu Chi University, Hualien, Taiwan
- Department of Neurological Institute, Taichung Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Taichung, Taiwan
| | - Wei-Yin Kuo
- Department of Health Services Administration, China Medical University, Taichung, Taiwan
| | - Pei-Tseng Kung
- Department of Healthcare Administration, Asia University, Taichung, Taiwan
- Department of Medical Research, China Medical University Hospital, China Medical University, Taichung, Taiwan
| | - Wen-Chen Tsai
- Department of Health Services Administration, China Medical University, Taichung, Taiwan
| |
Collapse
|
6
|
Jackman JM, Yibrehu B, Doyle A, Alatise OI, Wuraola FO, Olasehinde O, Peter Kingham T. Updates in global oncology: Advancements and future directions. J Surg Oncol 2024; 129:1374-1383. [PMID: 38624014 DOI: 10.1002/jso.27633] [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: 02/29/2024] [Accepted: 03/04/2024] [Indexed: 04/17/2024]
Abstract
Globally, cancer is the second leading cause of death, and low- and middle-income countries bear most of the disease burden. While cancer is increasingly recognized as a major global health issue, more work remains. Understanding the status of global cancer care will shape the next steps in ensuring equitable global access to cancer care. This article highlights ongoing initiatives in global oncology and the next steps in advancing the field.
Collapse
Affiliation(s)
- Julia M Jackman
- Global Cancer Disparities Initiative, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Betel Yibrehu
- Global Cancer Disparities Initiative, Memorial Sloan Kettering Cancer Center, New York, New York, USA
- Department of Surgery, University of Toronto, Toronto, Canada
| | - Alex Doyle
- Global Cancer Disparities Initiative, Memorial Sloan Kettering Cancer Center, New York, New York, USA
- Caribbean Colon Cancer Initiative, Bridgetown, Barbados
| | - Olusegun Isaac Alatise
- Surgery Department, College of Health Sciences, Obafemi Awolowo University, Ile-Ife, Nigeria
| | | | - Olalekan Olasehinde
- Surgery Department, College of Health Sciences, Obafemi Awolowo University, Ile-Ife, Nigeria
| | - T Peter Kingham
- Global Cancer Disparities Initiative, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| |
Collapse
|
7
|
Alsadhan N, Alhurishi SA, Pujades-Rodriguez M, Shuweihdi F, Brennan C, West RM. Demographic and clinical characteristics associated with advanced stage colorectal cancer: a registry-based cohort study in Saudi Arabia. BMC Cancer 2024; 24:533. [PMID: 38671382 PMCID: PMC11055310 DOI: 10.1186/s12885-024-12270-1] [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: 12/12/2023] [Accepted: 04/16/2024] [Indexed: 04/28/2024] Open
Abstract
BACKGROUND In Saudi Arabia, approximately one-third of colorectal cancer (CRC) patients are diagnosed at an advanced stage. Late diagnosis is often associated with a worse prognosis. Understanding the risk factors for late-stage presentation of CRC is crucial for developing targeted interventions enabling earlier detection and improved patient outcomes. METHODS We conducted a retrospective cohort study on 17,541 CRC patients from the Saudi Cancer Registry (1997-2017). We defined distant CRCs as late-stage and localized and regional CRCs as early-stage. To assess risk factors for late-stage CRC, we first used multivariable logistic regression, then developed a decision tree to segment regions by late-stage CRC risk, and finally used stratified logistic regression models to examine geographical and sex variations in risk factors. RESULTS Of all cases, 29% had a late-stage diagnosis, and 71% had early-stage CRC. Young (< 50 years) and unmarried women had an increased risk of late-stage CRC, overall and in some regions. Regional risk variations by sex were observed. Sex-related differences in late-stage rectosigmoid cancer risk were observed in specific regions but not in the overall population. Patients diagnosed after 2001 had increased risks of late-stage presentation. CONCLUSION Our study identified risk factors for late-stage CRC that can guide targeted early detection efforts. Further research is warranted to fully understand these relationships and develop and evaluate effective prevention strategies.
Collapse
Affiliation(s)
- Norah Alsadhan
- Leeds Institute of Health Sciences, School of Medicine, University of Leeds, Leeds, UK.
| | - Sultana A Alhurishi
- Department of Community Health Sciences, College of Applied Medical Sciences, King Saud University, Riyadh, Kingdom of Saudi Arabia
| | - Mar Pujades-Rodriguez
- Leeds Institute of Health Sciences, School of Medicine, University of Leeds, Leeds, UK
| | - Farag Shuweihdi
- Dental Translational & Clinical Research Unit, School of Dentistry, University of Leeds, Leeds, UK
| | - Cathy Brennan
- Psychological & Social Medicine, School of Medicine, University of Leeds, Leeds, UK
| | - Robert M West
- Leeds Institute of Health Sciences, School of Medicine, University of Leeds, Leeds, UK
| |
Collapse
|
8
|
Mirinezhad SK, Akbarzadeh-Khiavi M, Seyednejad F, Somi MH. Rectal cancer survival and prognostic factors in Iranian population: A retrospective cohort study. Cancer Treat Res Commun 2024; 39:100810. [PMID: 38599152 DOI: 10.1016/j.ctarc.2024.100810] [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: 07/18/2023] [Revised: 03/12/2024] [Accepted: 03/26/2024] [Indexed: 04/12/2024]
Abstract
BACKGROUND Rectal cancer (RC) poses a significant global health challenge, causing substantial morbidity and mortality. This study aims to investigate the survival rates of RC patients and identify the factors that influence their survival. The study considers demographic characteristics, tumor features, and treatment received as the factors under consideration. METHODS A retrospective analysis was conducted on the medical records of 593 RC patients. Data were collected through a comprehensive review of medical records and conducting telephone interviews. Survival rates were estimated using the life table method, and subgroup comparisons were performed using the log-rank test. Cox regression analysis was utilized to assess the independent associations between RC survival time and various covariates. RESULTS The study cohort comprised 593 RC patients, with a predominantly male representation. The mean age at diagnosis was 58.18 years, and the majority of patients (78.6 %) underwent surgical interventions. The median age at symptom onset and diagnosis were 58 and 59 years, respectively. Survival rates at 1st, 3rd, 5th, and 10th years were estimated to be 85 %, 59 %, 47 %, and 36 %, respectively. Statistical analysis revealed several significant prognostic factors, including age, education, symptoms, and cancer stage. In the multivariate Cox proportional-hazards analysis, advanced regional stage (HR = 1.54, 95 % CI, 1.13-2.08), presence of metastasis (HR = 3.73, 95 % CI, 2.49-5.58), and age over 70 (HR = 1.65) were associated with a higher risk of mortality. CONCLUSION Given the alarming prognosis of RC observed in the study area and the significant delay between symptom onset and diagnosis, it is crucial to address this issue and potentially improve the survival rates of RC patients.
Collapse
Affiliation(s)
- Seyed Kazem Mirinezhad
- Liver and Gastrointestinal Diseases Research Center, Tabriz University of Medical Sciences, Tabriz, Iran.
| | - Mostafa Akbarzadeh-Khiavi
- Liver and Gastrointestinal Diseases Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Farshad Seyednejad
- Department of Radiology, School of Medicine, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Mohammad Hossein Somi
- Liver and Gastrointestinal Diseases Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| |
Collapse
|
9
|
Mardiah A, Susanto H, Lestari SR. TGF-β and SMAD2/4 Expression in Nonmetastatic and Metastatic Colorectal Cancer Patients. BIO WEB OF CONFERENCES 2024; 117:01001. [DOI: 10.1051/bioconf/202411701001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2025] Open
Abstract
Colorectal cancer (CRC) is the third most common and second cancer with the highest mortality rate in the world. The leading cause of death in colorectal cancer patients is cancer that has metastasized, with the most common site of metastasis being the liver. One of the signaling that regulates malignancy of cancer cells is TGF-β/Smad. Through activation of the Smad2/3/4, TGF-β regulates the EMT Transcription factors to activate Epithelial Mesenchymal Transition (EMT) program. Tumor cells that have undergone EMT have migratory, invasive, and metastatic phenotypes. This study aims to know the differences mRNA expression of TGF-β, Smad2, and Smad4 in metastatic colorectal cancer and non-metastatic groups using real time PCR method. The results showed TGF-β and Smad2 expression in metastatic CRC was higher in the metastatic group than in the non-metastatic group. In contrast, Smad4 expression was found to be higher in the nonmetastatic group. The results suggest that TGF-β/Smad signaling pathway has a role in promoting metastasis and severity in CRC patients.
Collapse
|
10
|
Hajebi Khaniki S, Shokoohi F, Esmaily H, Kerachian MA. Analyzing aberrant DNA methylation in colorectal cancer uncovered intangible heterogeneity of gene effects in the survival time of patients. Sci Rep 2023; 13:22104. [PMID: 38092774 PMCID: PMC10719305 DOI: 10.1038/s41598-023-47377-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2023] [Accepted: 11/13/2023] [Indexed: 12/17/2023] Open
Abstract
Colorectal cancer (CRC) involves epigenetic alterations. Irregular gene-methylation alteration causes and advances CRC tumor growth. Detecting differentially methylated genes (DMGs) in CRC and patient survival time paves the way to early cancer detection and prognosis. However, CRC data including survival times are heterogeneous. Almost all studies tend to ignore the heterogeneity of DMG effects on survival. To this end, we utilized a sparse estimation method in the finite mixture of accelerated failure time (AFT) regression models to capture such heterogeneity. We analyzed a dataset of CRC and normal colon tissues and identified 3406 DMGs. Analysis of overlapped DMGs with several Gene Expression Omnibus datasets led to 917 hypo- and 654 hyper-methylated DMGs. CRC pathways were revealed via gene ontology enrichment. Hub genes were selected based on Protein-Protein-Interaction network including SEMA7A, GATA4, LHX2, SOST, and CTLA4, regulating the Wnt signaling pathway. The relationship between identified DMGs/hub genes and patient survival time uncovered a two-component mixture of AFT regression model. The genes NMNAT2, ZFP42, NPAS2, MYLK3, NUDT13, KIRREL3, and FKBP6 and hub genes SOST, NFATC1, and TLE4 were associated with survival time in the most aggressive form of the disease that can serve as potential diagnostic targets for early CRC detection.
Collapse
Affiliation(s)
- Saeedeh Hajebi Khaniki
- Department of Biostatistics, School of Health, Mashhad University of Medical Sciences, Mashhad, Iran
- Department of Mathematical Sciences, University of Nevada Las Vegas, Las Vegas, NV, 89154, USA
| | - Farhad Shokoohi
- Department of Mathematical Sciences, University of Nevada Las Vegas, Las Vegas, NV, 89154, USA.
| | - Habibollah Esmaily
- Department of Biostatistics, School of Health, Mashhad University of Medical Sciences, Mashhad, Iran
- Social Determinants of Health Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | | |
Collapse
|
11
|
O'Leary MC, Reuland DS, Randolph C, Ferrari RM, Brenner AT, Wheeler SB, Farr DE, Newcomer MK, Crockett SD. Reach and effectiveness of a centralized navigation program for patients with positive fecal immunochemical tests requiring follow-up colonoscopy. Prev Med Rep 2023; 34:102211. [PMID: 37214164 PMCID: PMC10196769 DOI: 10.1016/j.pmedr.2023.102211] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2023] [Revised: 03/14/2023] [Accepted: 04/13/2023] [Indexed: 05/24/2023] Open
Abstract
Completion rates for follow-up colonoscopies after an abnormal fecal immunochemical test (FIT) are suboptimal in federally qualified health center (FQHC) settings. We implemented a screening intervention that included mailed FIT outreach to North Carolina FQHC patients from June 2020 to September 2021 and centralized patient navigation to support patients with abnormal FITs in completing follow-up colonoscopy. We evaluated the reach and effectiveness of navigation using electronic medical record data and navigator call logs detailing interactions with patients. Reach assessments included the proportion of patients successfully contacted by phone and who agreed to participate in navigation, intensity of navigation provided (including types of barriers to colonoscopy identified and total navigation time), and differences in these measures by socio-demographic characteristics. Effectiveness outcomes included colonoscopy completion, timeliness of follow-up colonoscopy (i.e., within 9 months), and bowel prep adequacy. Among 514 patients who completed a mailed FIT, 38 patients had an abnormal result and were eligible for navigation. Of these, 26 (68%) accepted navigation, 7 (18%) declined, and 5 (13%) could not be contacted. Among navigated patients, 81% had informational needs, 38% had emotional barriers, 35% had financial barriers, 12% had transportation barriers, and 42% had multiple barriers to colonoscopy. Median navigation time was 48.5 min (range: 24-277 min). Colonoscopy completion differed across groups - 92% of those accepting navigation completed colonoscopy within 9 months, versus 43% for those declining navigation. We found that centralized navigation was widely accepted in FQHC patients with abnormal FIT, and was an effective strategy, resulting in high colonoscopy completion rates.
Collapse
Affiliation(s)
- Meghan C. O'Leary
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Department of Health Policy and Management, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Daniel S. Reuland
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Department of Medicine, Division of General Medicine and Clinical Epidemiology, University of North Carolina School of Medicine, Chapel Hill, NC, USA
| | - Connor Randolph
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Renée M. Ferrari
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Department of Maternal and Child Health, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Alison T. Brenner
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Department of Medicine, Division of General Medicine and Clinical Epidemiology, University of North Carolina School of Medicine, Chapel Hill, NC, USA
| | - Stephanie B. Wheeler
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Department of Health Policy and Management, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Deeonna E. Farr
- College of Health and Human Performance, East Carolina University, Greenville, NC, USA
| | | | - Seth D. Crockett
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Division of Gastroenterology and Hepatology, Oregon Health & Science University, Portland, OR, USA
| |
Collapse
|
12
|
Biziaev T, Aktary ML, Wang Q, Chekouo T, Bhatti P, Shack L, Robson PJ, Kopciuk KA. Development and External Validation of Partial Proportional Odds Risk Prediction Models for Cancer Stage at Diagnosis among Males and Females in Canada. Cancers (Basel) 2023; 15:3545. [PMID: 37509208 PMCID: PMC10377619 DOI: 10.3390/cancers15143545] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Revised: 07/04/2023] [Accepted: 07/05/2023] [Indexed: 07/30/2023] Open
Abstract
Risk prediction models for cancer stage at diagnosis may identify individuals at higher risk of late-stage cancer diagnoses. Partial proportional odds risk prediction models for cancer stage at diagnosis for males and females were developed using data from Alberta's Tomorrow Project (ATP). Prediction models were validated on the British Columbia Generations Project (BCGP) cohort using discrimination and calibration measures. Among ATP males, older age at diagnosis was associated with an earlier stage at diagnosis, while full- or part-time employment, prostate-specific antigen testing, and former/current smoking were associated with a later stage at diagnosis. Among ATP females, mammogram and sigmoidoscopy or colonoscopy were associated with an earlier stage at diagnosis, while older age at diagnosis, number of pregnancies, and hysterectomy were associated with a later stage at diagnosis. On external validation, discrimination results were poor for both males and females while calibration results indicated that the models did not over- or under-fit to derivation data or over- or under-predict risk. Multiple factors associated with cancer stage at diagnosis were identified among ATP participants. While the prediction model calibration was acceptable, discrimination was poor when applied to BCGP data. Updating our models with additional predictors may help improve predictive performance.
Collapse
Affiliation(s)
- Timofei Biziaev
- Department of Mathematics and Statistics, University of Calgary, Calgary, AB T2N 4N2, Canada
| | - Michelle L Aktary
- Faculty of Kinesiology, University of Calgary, Calgary, AB T2N 1N4, Canada
| | - Qinggang Wang
- Cancer Epidemiology and Prevention Research, Cancer Care Alberta, Alberta Health Services, Calgary, AB T2S 3C3, Canada
| | - Thierry Chekouo
- Department of Mathematics and Statistics, University of Calgary, Calgary, AB T2N 4N2, Canada
- Division of Biostatistics, School of Public Health, University of Minnesota, Minneapolis, MN 55455, USA
| | - Parveen Bhatti
- Cancer Control Research, BC Cancer, Vancouver, BC V5Z 1L3, Canada
- School of Population and Public Health, University of British Columbia, Vancouver, BC V6T 1Z3, Canada
| | - Lorraine Shack
- Cancer Surveillance and Reporting, Alberta Health Services, Calgary, AB T2S 3C3, Canada
| | - Paula J Robson
- Department of Agricultural, Food and Nutritional Science and School of Public Health, University of Alberta, Edmonton, AB T6G 2P5, Canada
- Cancer Care Alberta and Cancer Strategic Clinical Network, Alberta Health Services, Edmonton, AB T5J 3H1, Canada
| | - Karen A Kopciuk
- Department of Mathematics and Statistics, University of Calgary, Calgary, AB T2N 4N2, Canada
- Cancer Epidemiology and Prevention Research, Cancer Care Alberta, Alberta Health Services, Calgary, AB T2S 3C3, Canada
- Departments of Oncology, Community Health Sciences, University of Calgary, Calgary, AB T2N 4N2, Canada
| |
Collapse
|
13
|
Khaniki SH, Shokoohi F, Esmaily H, Kerachian MA. Analyzing aberrant DNA methylation in Colorectal cancer uncovered intangible heterogeneity of gene effects in the survival time of patients. RESEARCH SQUARE 2023:rs.3.rs-2957915. [PMID: 37397988 PMCID: PMC10312929 DOI: 10.21203/rs.3.rs-2957915/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/04/2023]
Abstract
Colorectal cancer (CRC) involves epigenetic alterations. Irregular gene-methylation alteration causes and advances CRC tumor growth. Detecting differentially methylated genes (DMGs) in CRC and patient survival time paves the way to early cancer detection and prognosis. However, CRC data including survival times are heterogeneous. Almost all studies tend to ignore the heterogeneity of DMG effects on survival. To this end, we utilized a sparse estimation method in the finite mixture of accelerated failure time (AFT) regression models to capture such heterogeneity. We analyzed a dataset of CRC and normal colon tissues and identified 3,406 DMGs. Analysis of overlapped DMGs with several Gene Expression Omnibus datasets led to 917 hypo- and 654 hyper-methylated DMGs. CRC pathways were revealed via gene ontology enrichment. Hub genes were selected based on Protein-Protein-Interaction network including SEMA7A, GATA4, LHX2, SOST, and CTLA4, regulating the Wnt signaling pathway. The relationship between identified DMGs/hub genes and patient survival time uncovered a two-component mixture of AFT regression model. The genes NMNAT2, ZFP42, NPAS2, MYLK3, NUDT13, KIRREL3, and FKBP6 and hub genes SOST, NFATC1, and TLE4 were associated with survival time in the most aggressive form of the disease that can serve as potential diagnostic targets for early CRC detection.
Collapse
Affiliation(s)
- Saeedeh Hajebi Khaniki
- Department of Biostatistics, School of Health, Mashhad University of Medical Sciences, Mashhad, Iran
- Department of Mathematical Sciences, University of Nevada-Las Vegas, Las Vegas, NV 89154, USA
| | - Farhad Shokoohi
- Department of Mathematical Sciences, University of Nevada-Las Vegas, Las Vegas, NV 89154, USA
| | - Habibollah Esmaily
- Department of Biostatistics, School of Health, Mashhad University of Medical Sciences, Mashhad, Iran
- Social Determinants of Health Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | | |
Collapse
|
14
|
Damsees R, Jaghbir M, Salam M, Al-Omari A, Al-Rawashdeh N. Unravelling the predictors of late cancer presentation and diagnosis in Jordan: a cross-sectional study of patients with lung and colorectal cancers. BMJ Open 2023; 13:e069529. [PMID: 37130680 PMCID: PMC10163555 DOI: 10.1136/bmjopen-2022-069529] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/04/2023] Open
Abstract
OBJECTIVES Late presentation or diagnosis of cancer results in a poor clinical prognosis, negatively affects treatment and subsequently lowers one's chances of survival. This study aimed to identify the factors associated with late lung and colorectal cancer presentation and diagnosis in Jordan. DESIGN This correlational cross-sectional study was based on face-to-face interviews and medical chart reviews from a cancer registry database. A structured questionnaire based on a review of the literature was used. SETTING AND PARTICIPANTS The study participants were a representative sample of adult patients with colorectal or lung cancer who visited the outpatient clinics at King Hussein Cancer Center in Amman, Jordan, between January 2019 and December 2020, to get their first medical consultation. RESULTS 382 study participants were surveyed, with a response rate of 82.3%. Of these, 162 (42.2%) reported a late presentation and 92 (24.1%) reported a late diagnosis of cancer. The results of backward multivariate logistic regression analyses showed that female gender and not seeking a medical advice when feeling ill combined was associated with an almost three times increased likelihood of reporting a late presentation with cancer (adjusted OR 2.97, 95% CI 1.19 to 7.43). Not having health insurance and not seeking medical advice combined was also associated with late presentation (2.5, 95% CI 1.02 to 6.12). For lung cancer, Jordanians living in rural areas were 9.29 (95% CI 2.46 to 35.1) times more likely to report late diagnosis. Jordanians who did not screen for cancer in the past were 7.02 (95% CI 1.69 to 29.18) times more likely to report late diagnosis. For colorectal cancer, those having no previous knowledge about cancers or screening programmes had increased odds of reporting late diagnosis (2.30, 95% CI 1.06 to 4.97). CONCLUSIONS This study highlights important factors associated with the late presentation and diagnosis of colorectal and lung cancers in Jordan. Investing in national screening and early detection programmes as well as public outreach and awareness campaigns will have a significant impact on early detection to improve treatment outcomes.
Collapse
Affiliation(s)
- Rana Damsees
- Office of Scientific Affairs and Research, King Hussein Cancer Center, Amman, Jordan
- Department of Science, Technology and Research, UAE Ministry of Education, Abu Dhabi, UAE
| | - Madi Jaghbir
- Department of Family and Community Medicine, The University of Jordan, Amman, Jordan
| | - Mahmoud Salam
- Hariri School of Nursing, American University of Beirut, Beirut, Lebanon
| | - Amal Al-Omari
- Office of Scientific Affairs and Research, King Hussein Cancer Center, Amman, Jordan
| | - Nedal Al-Rawashdeh
- Office of Scientific Affairs and Research, King Hussein Cancer Center, Amman, Jordan
| |
Collapse
|
15
|
Calderwood AH, Tosteson TD, Wang Q, Onega T, Walter LC. Association of Life Expectancy With Surveillance Colonoscopy Findings and Follow-up Recommendations in Older Adults. JAMA Intern Med 2023; 183:426-434. [PMID: 36912828 PMCID: PMC10012041 DOI: 10.1001/jamainternmed.2023.0078] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/09/2022] [Accepted: 01/11/2023] [Indexed: 03/14/2023]
Abstract
Importance Surveillance after prior colon polyps is the most frequent indication for colonoscopy in older adults. However, to our knowledge, the current use of surveillance colonoscopy, clinical outcomes, and follow-up recommendations in association with life expectancy, factoring in both age and comorbidities, have not been studied. Objective To evaluate the association of estimated life expectancy with surveillance colonoscopy findings and follow-up recommendations among older adults. Design, Setting, and Participants This registry-based cohort study used data from the New Hampshire Colonoscopy Registry (NHCR) linked with Medicare claims data and included adults in the NHCR who were older than 65 years, underwent colonoscopy for surveillance after prior polyps between April 1, 2009, and December 31, 2018, and had full Medicare Parts A and B coverage and no Medicare managed care plan enrollment in the year prior to colonoscopy. Data were analyzed from December 2019 to March 2021. Exposures Life expectancy (<5 years, 5 to <10 years, or ≥10 years), estimated using a validated prediction model. Main Outcomes and Measures The main outcomes were clinical findings of colon polyps or colorectal cancer (CRC) and recommendations for future colonoscopy. Results Among 9831 adults included in the study, the mean (SD) age was 73.2 (5.0) years and 5285 (53.8%) were male. A total of 5649 patients (57.5%) had an estimated life expectancy of 10 or more years, 3443 (35.0%) of 5 to less than 10 years, and 739 (7.5%) of less than 5 years. Overall, 791 patients (8.0%) had advanced polyps (768 [7.8%]) or CRC (23 [0.2%]). Among the 5281 patients with available recommendations (53.7%), 4588 (86.9%) were recommended to return for future colonoscopy. Those with longer life expectancy or more advanced clinical findings were more likely to be told to return. For example, among patients with no polyps or only small hyperplastic polyps, 132 of 227 (58.1%) with life expectancy of less than 5 years were told to return for future surveillance colonoscopy vs 940 of 1257 (74.8%) with life expectancy of 5 to less than 10 years and 2163 of 2272 (95.2%) with life expectancy of 10 years or more (P < .001). Conclusions and Relevance In this cohort study, the likelihood of finding advanced polyps and CRC on surveillance colonoscopy was low regardless of life expectancy. Despite this observation, 58.1% of older adults with less than 5 years' life expectancy were recommended to return for future surveillance colonoscopy. These data may help refine decision-making about pursuing or stopping surveillance colonoscopy in older adults with a history of polyps.
Collapse
Affiliation(s)
- Audrey H. Calderwood
- Department of Medicine, Dartmouth-Hitchcock Medical Cancer, Lebanon, New Hampshire
- The Dartmouth Institute at Geisel School of Medicine, Lebanon, New Hampshire
| | - Tor D. Tosteson
- The Dartmouth Institute at Geisel School of Medicine, Lebanon, New Hampshire
- Department of Biomedical Data Science, Geisel School of Medicine, Dartmouth College, Hanover, New Hampshire
- Department of Community and Family Medicine, Geisel School of Medicine, Dartmouth College, Hanover, New Hampshire
| | - Qianfei Wang
- The Dartmouth Institute at Geisel School of Medicine, Lebanon, New Hampshire
| | - Tracy Onega
- Huntsman Cancer Institute, Department of Population Health Sciences, University of Utah, Salt Lake City
| | - Louise C. Walter
- Division of Geriatrics, University of California, San Francisco
- VA Health Care System, San Francisco, California
| |
Collapse
|
16
|
Wang H, Zhou Z, Li H, Xiang W, Lan Y, Dou X, Zhang X. Blood Biomarkers Panels for Screening of Colorectal Cancer and Adenoma on a Machine Learning-Assisted Detection Platform. Cancer Control 2023; 30:10732748231222109. [PMID: 38146088 PMCID: PMC10750512 DOI: 10.1177/10732748231222109] [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: 08/07/2023] [Revised: 11/01/2023] [Accepted: 11/21/2023] [Indexed: 12/27/2023] Open
Abstract
OBJECTIVE A mini-invasive and good-compliance program is critical to broaden colorectal cancer (CRC) screening and reduce CRC-related mortality. Blood testing combined with imaging examination has been proved to be feasible on screen for multicancer and guide intervention. The study aims to construct a machine learning-assisted detection platform with available multi-targets for CRC and colorectal adenoma (CRA) screening. METHODS This was a retrospective study that the blood test data from 204 CRCs, 384 CRAs, and 229 healthy controls was extracted. The classified models were constructed with 4 machine learning (ML) algorithms including support vector machine (SVM), random forest (RF), decision tree (DT), and eXtreme Gradient Boosting (XGB) based on the candidate biomarkers. The importance index was used by SHapely Adaptive exPlanations (SHAP) analysis to identify the dominant characteristics. The performance of classified models was evaluated. The most dominating features from the proposed panel were developed by logistic regression (LR) for identification CRC from control. RESULTS The candidate biomarkers consisted of 26 multi-targets panel including CEA, AFP, and so on. Among the 4 models, the SVM classifier for CRA yields the best predictive performance (the area under the receiver operating curve, AUC: .925, sensitivity: .904, and specificity: .771). As for CRC classification, the RF model with 26 candidate biomarkers provided the best predictive parameters (AUC: .941, sensitivity: .902, and specificity: .912). Compared with CEA and CA199, the predictive performance was significantly improved. The streamlined model with 6 biomarkers for CRC also obtained a good performance (AUC: .946, sensitivity: .885, and specificity: .913). CONCLUSIONS The predictive models consisting of 26 multi-targets panel would be used as a non-invasive, economical, and effective risk stratification platform, which was expected to be applied for auxiliary screening of CRA and CRC in clinical practice.
Collapse
Affiliation(s)
- Hui Wang
- School of Medicine, Anhui University of Science and Technology, Huainan, Anhui, China
- Medical Laboratory of the Third Affiliated Hospital of Shenzhen University, Shenzhen, Guangdong, China
| | - Zhiwei Zhou
- Shenzhen Luohu People's Hospital, The Third Affiliated Hospital of Shenzhen University, Shenzhen, Guangdong, China
| | - Haijun Li
- Shenzhen Luohu People's Hospital, The Third Affiliated Hospital of Shenzhen University, Shenzhen, Guangdong, China
| | - Weiguang Xiang
- Shenzhen Luohu People's Hospital, The Third Affiliated Hospital of Shenzhen University, Shenzhen, Guangdong, China
| | - Yilin Lan
- Shenzhen Luohu People's Hospital, The Third Affiliated Hospital of Shenzhen University, Shenzhen, Guangdong, China
| | - Xiaowen Dou
- Medical Laboratory of the Third Affiliated Hospital of Shenzhen University, Shenzhen, Guangdong, China
| | - Xiuming Zhang
- School of Medicine, Anhui University of Science and Technology, Huainan, Anhui, China
- Medical Laboratory of the Third Affiliated Hospital of Shenzhen University, Shenzhen, Guangdong, China
| |
Collapse
|
17
|
Chen S, Dong R, Li Y, Zheng N, Peng G, Lu F, Qiu Q, Wen H, Wang Y, Wu H, Liu M. m 7G-Related DNA Damage Repair Genes are Potential Biomarkers for Predicting Prognosis and Immunotherapy Effectiveness in Colon Cancer Patients. Front Genet 2022; 13:918159. [PMID: 35754841 PMCID: PMC9218807 DOI: 10.3389/fgene.2022.918159] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Accepted: 05/23/2022] [Indexed: 11/13/2022] Open
Abstract
Objective: m7G is a post-transcriptional modification modality, however, limited research has been conducted on its role in colon cancer. DNA damage repair (DDR) is an important factor that contributes to colon cancer development, growth and chemoresistance. This study aimed to explore whether m7G-related DNA damage repair genes may be used as biomarkers to predict the prognosis of colon cancer patients. Methods: We use non-negative matrix factorization (NMF) to type CRC patients into. Risk models were constructed using different expression genes in two clusters. We assessed the reliability of risk models with DCA curves, and a Nomogram. Meanwhile, The receiver operating characteristic and C-index curves were used to compare the predictive significance of the constructed risk models with other studies. In additional, we examined the significance of risk models on patients' immunity microenvironment and response to immune therapy. Finally, we used a series of cellular experiments to validate the effect of model genes on the malignant progression of CRC cells. Results: Twenty-eight m7G genes were obtained from the GSEA database. Multivariate Cox and LASSO Cox regression analysis was performed and eleven m7G-related DDR genes were identified for constructing the risk model. Survival and stage of CRC patients were worser in the high-risk group than in the low-risk group for both the training and test sets. Additionally, the different immune microenvironment status of patients in the high- and low-risk groups, suggesting that patients in the low-risk group may be more sensitive to immunotherapy, particularly immune checkpoint inhibitors. Finally, we found that depletion of ATP2A1, one of the risk genes in our model, influence the biologic behaviour of CRC cells significantly. Conclusion: The m7G-related DDR genes can be used as important markers for predicting patient prognosis and immunotherapy response. Our data suggest that ATP2A1 may promote the proliferation of colon cancer cells. These findings may provide new therapeutic targets for the treatment of colon cancer.
Collapse
Affiliation(s)
- Shuran Chen
- Department of Gastrointestinal Surgery, First Affiliated Hospital of Bengbu Medical College, Bengbu, China
| | - Rui Dong
- Department of Gastrointestinal Surgery, First Affiliated Hospital of Bengbu Medical College, Bengbu, China
| | - Yan Li
- Department of Gynecologic Oncology, First Affiliated Hospital of Bengbu Medical College, Bengbu, China
| | - Ni Zheng
- School of Life Science, Anhui Province Key Laboratory of Translational Cancer Research, Bengbu Medical College, Bengbu, China
| | - Guisen Peng
- School of Life Science, Anhui Province Key Laboratory of Translational Cancer Research, Bengbu Medical College, Bengbu, China
| | - Fei Lu
- Department of Gastrointestinal Surgery, First Affiliated Hospital of Bengbu Medical College, Bengbu, China
| | - Quanwei Qiu
- Department of Gastrointestinal Surgery, First Affiliated Hospital of Bengbu Medical College, Bengbu, China
| | - Hexin Wen
- Department of Gastrointestinal Surgery, First Affiliated Hospital of Bengbu Medical College, Bengbu, China
| | - Yitong Wang
- Department of Gastrointestinal Surgery, First Affiliated Hospital of Bengbu Medical College, Bengbu, China
| | - Huazhang Wu
- School of Life Science, Anhui Province Key Laboratory of Translational Cancer Research, Bengbu Medical College, Bengbu, China
| | - Mulin Liu
- Department of Gastrointestinal Surgery, First Affiliated Hospital of Bengbu Medical College, Bengbu, China.,School of Life Science, Anhui Province Key Laboratory of Translational Cancer Research, Bengbu Medical College, Bengbu, China
| |
Collapse
|
18
|
Coronado GD, Leo MC, Ramsey K, Coury J, Petrik AF, Patzel M, Kenzie ES, Thompson JH, Brodt E, Mummadi R, Elder N, Davis MM. Mailed fecal testing and patient navigation versus usual care to improve rates of colorectal cancer screening and follow-up colonoscopy in rural Medicaid enrollees: a cluster-randomized controlled trial. Implement Sci Commun 2022; 3:42. [PMID: 35418107 PMCID: PMC9006522 DOI: 10.1186/s43058-022-00285-3] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2022] [Accepted: 03/19/2022] [Indexed: 11/23/2022] Open
Abstract
Background Screening reduces incidence and mortality from colorectal cancer (CRC), yet US screening rates are low, particularly among Medicaid enrollees in rural communities. We describe a two-phase project, SMARTER CRC, designed to achieve the National Cancer Institute Cancer MoonshotSM objectives by reducing the burden of CRC on the US population. Specifically, SMARTER CRC aims to test the implementation, effectiveness, and maintenance of a mailed fecal test and patient navigation program to improve rates of CRC screening, follow-up colonoscopy, and referral to care in clinics serving rural Medicaid enrollees. Methods Phase I activities in SMARTER CRC include a two-arm cluster-randomized controlled trial of a mailed fecal test and patient navigation program involving three Medicaid health plans and 30 rural primary care practices in Oregon and Idaho; the implementation of the program is supported by training and practice facilitation. Participating clinic units were randomized 1:1 into the intervention or usual care. The intervention combines (1) mailed fecal testing outreach supported by clinics, health plans, and vendors and (2) patient navigation for colonoscopy following an abnormal fecal test result. We will evaluate the effectiveness, implementation, and maintenance of the intervention and track adaptations to the intervention and to implementation strategies, using quantitative and qualitative methods. Our primary effectiveness outcome is receipt of any CRC screening within 6 months of enrollee identification. Our primary implementation outcome is health plan- and clinic-level rates of program delivery, by component (mailed FIT and patient navigation). Trial results will inform phase II activities to scale up the program through partnerships with health plans, primary care clinics, and regional and national organizations that serve rural primary care clinics; scale-up will include webinars, train-the-trainer workshops, and collaborative learning activities. Discussion This study will test the implementation, effectiveness, and scale-up of a multi-component mailed fecal testing and patient navigation program to improve CRC screening rates in rural Medicaid enrollees. Our findings may inform approaches for adapting and scaling evidence-based approaches to promote CRC screening participation in underserved populations and settings. Trial registration Registered at clinicaltrial.gov (NCT04890054) and at the NCI’s Clinical Trials Reporting Program (CTRP #: NCI-2021-01032) on May 11, 2021.
Collapse
Affiliation(s)
- Gloria D Coronado
- Kaiser Permanente Center for Health Research, 3800 N. Interstate Ave, Portland, OR, 97227, USA.
| | - Michael C Leo
- Kaiser Permanente Center for Health Research, 3800 N. Interstate Ave, Portland, OR, 97227, USA
| | - Katrina Ramsey
- Oregon Rural Practice-Based Research Network, 3181 S.W. Sam Jackson Park Road, Mail code: L222, Portland, OR, 97239-3098, USA.,OHSU Biostatistics and Design Program, 3181 S.W. Sam Jackson Park Road, Mail code: CB669, Portland, OR, 97239-3098, USA
| | - Jennifer Coury
- Oregon Rural Practice-Based Research Network, 3181 S.W. Sam Jackson Park Road, Mail code: L222, Portland, OR, 97239-3098, USA
| | - Amanda F Petrik
- Kaiser Permanente Center for Health Research, 3800 N. Interstate Ave, Portland, OR, 97227, USA
| | - Mary Patzel
- Oregon Rural Practice-Based Research Network, 3181 S.W. Sam Jackson Park Road, Mail code: L222, Portland, OR, 97239-3098, USA
| | - Erin S Kenzie
- Oregon Rural Practice-Based Research Network, 3181 S.W. Sam Jackson Park Road, Mail code: L222, Portland, OR, 97239-3098, USA
| | - Jamie H Thompson
- Kaiser Permanente Center for Health Research, 3800 N. Interstate Ave, Portland, OR, 97227, USA
| | - Erik Brodt
- OHSU Family Medicine, OHSU School of Medicine, 3181 S.W. Sam Jackson Park Road, Mail code: L222, Portland, OR, 97239-3098, USA
| | - Raj Mummadi
- Kaiser Permanente Center for Health Research, 3800 N. Interstate Ave, Portland, OR, 97227, USA
| | - Nancy Elder
- Oregon Rural Practice-Based Research Network, 3181 S.W. Sam Jackson Park Road, Mail code: L222, Portland, OR, 97239-3098, USA.,OHSU Family Medicine, OHSU School of Medicine, 3181 S.W. Sam Jackson Park Road, Mail code: L222, Portland, OR, 97239-3098, USA
| | - Melinda M Davis
- Oregon Rural Practice-Based Research Network, 3181 S.W. Sam Jackson Park Road, Mail code: L222, Portland, OR, 97239-3098, USA.,OHSU Family Medicine, OHSU School of Medicine, 3181 S.W. Sam Jackson Park Road, Mail code: L222, Portland, OR, 97239-3098, USA.,OHSU-PSU School of Public Health, 3181 S.W. Sam Jackson Park Road, Mail code: L222, Portland, OR, 97239-3098, USA
| |
Collapse
|
19
|
A Cautionary Note Regarding Obesity and Young Adult Rectal Cancer. J Gastrointest Surg 2022; 26:927-928. [PMID: 34647224 DOI: 10.1007/s11605-021-05162-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/21/2021] [Accepted: 09/22/2021] [Indexed: 01/31/2023]
|
20
|
Chen Y, Li B, Jiang Z, Li H, Dang Y, Tang C, Xia Y, Zhang H, Song B, Long L. Multi-parameter diffusion and perfusion magnetic resonance imaging and radiomics nomogram for preoperative evaluation of aquaporin-1 expression in rectal cancer. Abdom Radiol (NY) 2022; 47:1276-1290. [PMID: 35166938 DOI: 10.1007/s00261-021-03397-x] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Revised: 12/18/2021] [Accepted: 12/20/2021] [Indexed: 02/05/2023]
Abstract
PURPOSE The overexpression of aquaporin-1 (AQP1) is associated with poor prognosis in rectal cancer. This study aimed to explore the value of multi-parameter diffusion and perfusion MRI and radiomics models in predicting AQP1 high expression. METHODS This prospective study was performed from July 2019 to February 2021, which included rectal cancer participants after preoperative rectal MRI, with diffusion-weighted imaging, intravoxel incoherent motion (IVIM), diffusion kurtosis imaging (DKI), and dynamic contrast-enhanced (DCE) sequences. Radiomic features were extracted from MR images, and immunohistochemical tests assessed AQP1 expression. Selected quantitative MRI and radiomic features were analyzed. Receiver operating characteristic (ROC) curves evaluated the predictive performance. The nomogram performance was evaluated by its calibration, discrimen, and clinical utility. The intraclass correlation coefficient evaluated the interobserver agreement for the MRI features. RESULTS 110 participants with the age of 60.7 ± 12.5 years been enrolled in this study. The apparent diffusion coefficient (ADC), IVIM_D, DKI_diffusivity, and DCE_Ktrans were significantly higher in participants with high AQP1 expression than in those with low expression (P < 0.05). ADC (b = 1000, 2000, and 3000 s/mm2), IVIM_D, DKI_diffusivity, and DCE_Ktrans were positively correlated (r = 0.205, 0.275, 0.37, 0.235, 0.229, and 0.227, respectively; P < 0.05), whereas DKI_Kurtosis was negatively correlated (r = - 0.22, P = 0.021) with AQP1 expression. ADC (b = 3000 s/mm2), IVIM_D, DKI_ diffusivity, DKI_Kurtosis, and DCE_Ktrans had moderate diagnostic efficiencies for high AQP1 expression (AUC = 0.715, 0.636, 0.627, 0.633, and 0.632, respectively; P < 0.05). The radiomic features had excellent predictive efficiency for high AQP1 expression (AUC = 0.967 and 0.917 for training and validation). The model-based nomogram had C-indexes of 0.932 and 0.851 for the training and validation cohorts, which indicated good fitting to the calibration curves (p > 0.05). CONCLUSION Diffusion and perfusion MRI can indicate the aquaporin-1 expression in rectal cancer, and radiomic features can enhance the predictive efficiency for high AQP1 expression. A nomogram for high aquaporin-1 expression will improve clinical decision-making.
Collapse
Affiliation(s)
- Yidi Chen
- Department of Radiology, West China Hospital, Sichuan University, Chengdu, 610041, China
- Department of Radiology, First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, China
| | - Basen Li
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
| | - Zijian Jiang
- Department of Radiology, First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, China
| | - Hui Li
- Department of Anus and Intestine Surgery, First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, China
| | - Yiwu Dang
- Department of Pathology, First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, China
| | - Cheng Tang
- Department of Radiology, First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, China
| | - Yuwei Xia
- Huiying Medical Technology, Beijing, 100192, China
| | | | - Bin Song
- Department of Radiology, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Liling Long
- Department of Radiology, First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, China.
- Key Laboratory of Early Prevention and Treatment for Regional High Frequency Tumor, Ministry of Education, Gaungxi Medical University, Nanning, 530021, China.
- Guangxi Key Laboratory of Immunology and Metabolism for Liver Diseases, First Affiliated Hospital of Guangxi Medical University, Nanning, 530021, Guangxi, China.
| |
Collapse
|
21
|
Circular RNA sterile alpha motif domain containing 4A contributes to cell 5-fluorouracil resistance in colorectal cancer by regulating the miR-545-3p/6-phosphofructo-2-kinase/fructose-2,6-bisphosphataseisotype 3 axis. Anticancer Drugs 2022; 33:553-563. [PMID: 35276696 DOI: 10.1097/cad.0000000000001285] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Colorectal cancer (CRC) is one of the most fatal cancers in the world. Circular RNA sterile alpha motif domain containing 4A (circSAMD4A) was found to be highly expressed in CRC and promoted the tumorigenesis of CRC. However, the role of circSAMD4A in 5-fluorouracil (5-Fu) resistance of CRC is yet to be clarified. This study is designed to investigate the function of circSAMD4A in 5-Fu resistance of CRC and its potential molecular mechanism. Quantitative real-time PCR was used to detect the expression levels of circSAMD4A, 6-phosphofructo-2-kinase/fructose-2,6-bisphosphatase isotype 3 (PFKFB3) mRNA, and miR-545-3p, and western blot was used to detect the protein expression. For functional analysis, 3-(4, 5-dimethylthiazol-2-yl)-2, 5-diphenyltetrazolium bromide assay, colony formation/5-ethynyl-2'-deoxyuridine assay, flow cytometry analysis, and glycolysis metabolism analysis were used to assess the capacities of cell viability, proliferation, apoptosis, and glycolysis in 5-Fu-resistant cells of CRC. The dual-luciferase reporter assay was used to verify the interaction between miR-545-3p and circSAMD4A or PFKFB3. Xenograft tumor model was established to confirm the biological role of circSAMD4A in 5-Fu resistance of CRC in vivo. CircSAMD4A was upregulated in 5-Fu-resistant CRC tissues and cells. Functionally, circSAMD4A knockdown inhibited the proliferation and glycolysis mechanism but promoted apoptosis in 5-Fu-resistant cells of CRC. CircSAMD4A was identified as a molecular sponge of miR-545-3p to upregulate PFKFB3 expression. Mechanistically, circSAMD4A knockdown-induced 5-Fu sensitivity was mediated by miR-545-3p/PFKFB3 axis. Moreover, circSAMD4A knockdown improved 5-Fu sensitivity of CRC in vivo. CircSAMD4A contributed to 5-Fu resistance of CRC cells partly through upregulating PFKFB3 expression by sponging miR-545-3p, providing a possible circRNA-targeted therapy for CRC.
Collapse
|
22
|
Calderwood AH, Tosteson TD, Walter LC, Hua P, Onega T. Colonoscopy utilization and outcomes in older adults: Data from the New Hampshire Colonoscopy Registry. J Am Geriatr Soc 2022; 70:801-811. [PMID: 34859887 PMCID: PMC8904292 DOI: 10.1111/jgs.17560] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2021] [Revised: 10/09/2021] [Accepted: 10/19/2021] [Indexed: 01/08/2023]
Abstract
BACKGROUND Colonoscopy is frequently performed in older adults, yet data on current use, and clinical outcomes of and follow-up recommendations after colonoscopy in older adults are lacking. METHODS This was an observational study using the New Hampshire Colonoscopy Registry of adults age ≥65 years undergoing colonoscopy for screening, surveillance of prior polyps, or evaluation of symptoms. The main outcomes were clinical findings of polyps and colorectal cancer and recommendations for future colonoscopy by age. RESULTS Between 2009 and 2019, there were 42,611 colonoscopies, of which 17,527 (41%) were screening, 19,025 (45%) surveillance, and 6059 (14%) for the evaluation of symptoms. Mean age was 71.1 years (SD 5.0), and 49.3% were male. The finding of colorectal cancer was rare (0.71%), with the highest incidence among diagnostic examinations (2.4%). The incidence of advanced polyps increased with patient age from 65-69 to ≥85 years for screening (7.1% to 13.6%; p = 0.05) and surveillance (9.4% to 12.0%; p < 0.001). Recommendations for future colonoscopy decreased with age and varied by findings at current colonoscopy. In patients without any significant findings, 85% aged 70-74 years, 61.9% aged 75-79 years, 39.1% aged 80-84 years, and 27.4% aged ≥85 years (p < 0.001) were told to continue colonoscopy. Among patients with advanced polyps, 97.2% aged 70-74 years, 89.6% aged 75-79 years, 78.4% aged 80-84 years, and 66.7% aged ≥85 years were told to continue colonoscopy (p < 0.001). CONCLUSIONS Within this comprehensive statewide registry, clinical findings during colonoscopy varied by indication and increased with age. Overall rates of finding advanced polyps and colorectal cancer are low. Older adults are frequently recommended to continue colonoscopy despite advanced age and insignificant clinical findings on current examination. These data inform the potential benefits of ongoing colonoscopy, which must be weighed with the low but known potential immediate and long-term harms of colonoscopy, including cost, psychological distress, and long lag time to benefit exceeding life expectancy.
Collapse
Affiliation(s)
- Audrey H. Calderwood
- Department of Medicine, Dartmouth-Hitchcock Medical Center, Lebanon, NH, USA,Department of Health Policy and Clinical Practice, Dartmouth’s Geisel School of Medicine, Hanover, NH, USA,Department of Medicine, Dartmouth’s Geisel School of Medicine, Hanover, NH, USA
| | - Tor D. Tosteson
- Department of Health Policy and Clinical Practice, Dartmouth’s Geisel School of Medicine, Hanover, NH, USA,Department of Biomedical Data Science and Community and Family Medicine, Dartmouth’s Geisel School of Medicine, Hanover, NH, USA
| | - Louise C. Walter
- Department of Medicine, San Francisco VA Health Care System, San Francisco, CA, USA,Department of Medicine, University of California at San Francisco, San Francisco, CA, USA
| | - Peiying Hua
- Department of Biomedical Data Science and Community and Family Medicine, Dartmouth’s Geisel School of Medicine, Hanover, NH, USA
| | - Tracy Onega
- Department of Population Health Sciences, University of Utah, Huntsman Cancer Institute, Salt Lake City, UT, USA
| |
Collapse
|
23
|
Chen Y, Jiang Z, Guan X, Li H, Li C, Tang C, Lei Y, Dang Y, Song B, Long L. The value of multi-parameter diffusion and perfusion magnetic resonance imaging for evaluating epithelial-mesenchymal transition in rectal cancer. Eur J Radiol 2022; 150:110245. [DOI: 10.1016/j.ejrad.2022.110245] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2021] [Revised: 02/15/2022] [Accepted: 03/07/2022] [Indexed: 11/17/2022]
|
24
|
Abumustafa W, Zamer BA, Khalil BA, Hamad M, Maghazachi AA, Muhammad JS. Protein arginine N-methyltransferase 5 in colorectal carcinoma: Insights into mechanisms of pathogenesis and therapeutic strategies. Biomed Pharmacother 2022; 145:112368. [PMID: 34794114 DOI: 10.1016/j.biopha.2021.112368] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2021] [Revised: 10/20/2021] [Accepted: 10/20/2021] [Indexed: 12/14/2022] Open
Abstract
Protein arginine N-methyltransferase 5 (PRMT5) enzyme is one of the eight canonical PRMTs, classified as a type II PRMT, induces arginine monomethylation and symmetric dimethylation. PRMT5 is known to be overexpressed in multiple cancer types, including colorectal cancer (CRC), where its overexpression is associated with poor survival. Recent studies have shown that upregulation of PRMT5 induces tumor growth and metastasis in CRC. Moreover, various novel PRMT5 inhibitors tested on CRC cell lines showed promising anticancer effects. Also, it was suggested that PRMT5 could be a valid biomarker for CRC diagnosis and prognosis. Hence, a deeper understanding of PRMT5-mediated CRC carcinogenesis could provide new avenues towards developing a targeted therapy. In this study, we started with in silico analysis correlating PRMT5 expression in CRC patients as a prelude to further our investigation of its role in CRC. We then carried out a comprehensive review of the scientific literature that dealt with the role(s) of PRMT5 in CRC pathogenesis, diagnosis, and prognosis. Also, we have summarized key findings from in vitro research using various therapeutic agents and strategies directly targeting PRMT5 or disrupting its function. In conclusion, PRMT5 seems to play a significant role in the pathogenesis of CRC; therefore, its prognostic and therapeutic potential merits further investigation.
Collapse
Affiliation(s)
- Wafaa Abumustafa
- Department of Basic Medical Sciences, College of Medicine, University of Sharjah, Sharjah, United Arab Emirates; Research Institute of Medical & Health Sciences, University of Sharjah, Sharjah, United Arab Emirates
| | - Batoul Abi Zamer
- Department of Basic Medical Sciences, College of Medicine, University of Sharjah, Sharjah, United Arab Emirates; Research Institute of Medical & Health Sciences, University of Sharjah, Sharjah, United Arab Emirates
| | - Bariaa A Khalil
- Research Institute of Medical & Health Sciences, University of Sharjah, Sharjah, United Arab Emirates
| | - Mawieh Hamad
- Research Institute of Medical & Health Sciences, University of Sharjah, Sharjah, United Arab Emirates; Department of Medical Laboratory Sciences, College of Health Sciences, University of Sharjah, Sharjah, United Arab Emirates
| | - Azzam A Maghazachi
- Research Institute of Medical & Health Sciences, University of Sharjah, Sharjah, United Arab Emirates; Department of Clinical Sciences, College of Medicine, University of Sharjah, Sharjah, United Arab Emirates
| | - Jibran Sualeh Muhammad
- Department of Basic Medical Sciences, College of Medicine, University of Sharjah, Sharjah, United Arab Emirates; Research Institute of Medical & Health Sciences, University of Sharjah, Sharjah, United Arab Emirates.
| |
Collapse
|
25
|
Disparities in stage at diagnosis for five common cancers in China: a multicentre, hospital-based, observational study. THE LANCET PUBLIC HEALTH 2021; 6:e877-e887. [DOI: 10.1016/s2468-2667(21)00157-2] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2021] [Revised: 06/04/2021] [Accepted: 06/16/2021] [Indexed: 12/14/2022] Open
|
26
|
Wang T, Fei J, Nie S. Clinicopathologic and prognostic implications of Golgi Phosphoprotein 3 in colorectal cancer: A meta-analysis. PLoS One 2021; 16:e0260035. [PMID: 34807928 PMCID: PMC8608301 DOI: 10.1371/journal.pone.0260035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2021] [Accepted: 10/31/2021] [Indexed: 12/24/2022] Open
Abstract
Background Golgi Phosphoprotein 3 (GOLPH3) has been implicated in the development of colorectal cancer (CRC). Nevertheless, the clinicopathological and prognostic roles of GOLPH3 in CRC remain undefined. We thus did a meta-analysis to assess GOLPH3 association with the clinicopathological characteristics of patients and evaluate the prognostic significance of GOLPH3 in CRC. Methods An electronic search for relevant articles was conducted in the PubMed, Cochrane Library, Web of Science, Medline, Embase, CNKI, and WanFang databases. Two independent reviewers searched all the literature and finished the data extraction and quality assessment. Odds ratio (OR) or hazard ratio (HR) with 95% confidence interval (CI) were used to assess estimates. Stata software (version12.0) was employed to analyze the data. Results A total of 8 published studies were eligible (N = 723 participants). Meta-analysis revealed that GOLPH3 was found to be highly expressed in tumor tissues compared to that of adjacent colorectal tissues (OR, 2.63), and overexpression of GOLPH3 had significant relationship with advanced clinical stage (OR, 3.42). GOLPH3 expression was not correlated with gender (OR, 0.89), age (OR, 0.95), positive lymphatic metastasis (OR, 1.27), tumor size (OR, 1.12), poor differentiation of tumor (OR, 0.56) or T stage (OR, 0.70). Moreover, GOLPH3 overexpression was not associated with worse overall survival (OS) (HR = 1.14, 95% CI: 0.42–1.86, P>0.05) and disease-free survival (DFS) (HR = 0.80, 95% CI:-0.26–1.86, P>0.05). Conclusions GOLPH3 overexpression is correlated with tumor stage, which is an adverse clinicopathological characteristic of CRC. But, GOLPH3 can not serve as a useful biomarker in evaluating the progression of CRC.
Collapse
Affiliation(s)
- Tao Wang
- Department of General Surgery, The First Affiliated Hospital of Hebei North University, Zhangjiakou, China
- * E-mail:
| | - Jiandong Fei
- Department of General Surgery, The First Affiliated Hospital of Hebei North University, Zhangjiakou, China
| | - Shuangfa Nie
- Department of General Surgery, The First Affiliated Hospital of Hebei North University, Zhangjiakou, China
| |
Collapse
|
27
|
Ghebrial M, Aktary ML, Wang Q, Spinelli JJ, Shack L, Robson PJ, Kopciuk KA. Predictors of CRC Stage at Diagnosis among Male and Female Adults Participating in a Prospective Cohort Study: Findings from Alberta's Tomorrow Project. Curr Oncol 2021; 28:4938-4952. [PMID: 34898587 PMCID: PMC8628758 DOI: 10.3390/curroncol28060414] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2021] [Revised: 11/12/2021] [Accepted: 11/18/2021] [Indexed: 11/22/2022] Open
Abstract
Colorectal cancer (CRC) is a leading cause of morbidity and mortality in Canada. CRC screening and other factors associated with early-stage disease can improve CRC treatment efficacy and survival. This study examined factors associated with CRC stage at diagnosis among male and female adults using data from a large prospective cohort study in Alberta, Canada. Baseline data were obtained from healthy adults aged 35–69 years participating in Alberta’s Tomorrow Project. Factors associated with CRC stage at diagnosis were evaluated using Partial Proportional Odds models. Analyses were stratified to examine sex-specific associations. A total of 267 participants (128 males and 139 females) developed CRC over the study period. Among participants, 43.0% of males and 43.2% of females were diagnosed with late-stage CRC. Social support, having children, and caffeine intake were predictors of CRC stage at diagnosis among males, while family history of CRC, pregnancy, hysterectomy, menopausal hormone therapy, lifetime number of Pap tests, and household physical activity were predictive of CRC stage at diagnosis among females. These findings highlight the importance of sex differences in susceptibility to advanced CRC diagnosis and can help inform targets for cancer prevention programs to effectively reduce advanced CRC and thus improve survival.
Collapse
Affiliation(s)
- Monica Ghebrial
- Cumming School of Medicine, University of Calgary, Calgary, AB T2N 4N1, Canada;
| | - Michelle L. Aktary
- Faculty of Kinesiology, University of Calgary, Calgary, AB T2N 1N4, Canada;
| | - Qinggang Wang
- Cancer Epidemiology and Prevention Research, Cancer Care Alberta, Alberta Health Services, Calgary, AB T2S 3C3, Canada;
| | - John J. Spinelli
- School of Population and Public Health, University of British Columbia, Vancouver, BC V6T 1Z3, Canada;
- Population Oncology, BC Cancer, Vancouver, BC V5Z 1L3, Canada
| | - Lorraine Shack
- Cancer Surveillance and Reporting, Alberta Health Services, Calgary, AB T2S 3C3, Canada;
| | - Paula J. Robson
- Department of Agricultural, Food and Nutritional Science and School of Public Health, University of Alberta, Edmonton, AB T6G 2P5, Canada;
- Cancer Care Alberta and Cancer Strategic Clinical Network, Alberta Health Services, Edmonton, AB T5J 3H1, Canada
| | - Karen A. Kopciuk
- Cancer Epidemiology and Prevention Research, Cancer Care Alberta, Alberta Health Services, Calgary, AB T2S 3C3, Canada;
- Departments of Oncology, Community Health Sciences and Mathematics and Statistics, University of Calgary, Calgary, AB T2N 4N2, Canada
- Correspondence:
| |
Collapse
|
28
|
Li H, Lin J, Xiao Y, Zheng W, Zhao L, Yang X, Zhong M, Liu H. Colorectal Cancer Detected by Machine Learning Models Using Conventional Laboratory Test Data. Technol Cancer Res Treat 2021; 20:15330338211058352. [PMID: 34806496 PMCID: PMC8606732 DOI: 10.1177/15330338211058352] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Abstract
Background: Current diagnostic methods for colorectal cancer (CRC) are colonoscopy and sigmoidoscopy, which are invasive and complex procedures with possible complications. This study aimed to determine models for CRC identification that involve minimally invasive, affordable, portable, and accurate screening variables. Methods: This was a retrospective study that used data from electronic medical records of patients with CRC and healthy individuals between July 2017 and June 2018. Laboratory data, including liver enzymes, lipid profiles, complete blood counts, and tumor biomarkers, were extracted from the electronic medical records. Five machine learning models (logistic regression, random forest, k-nearest neighbors, support vector machine [SVM], and naïve Bayes) were used to identify CRC. The performances were evaluated using the areas under the curve (AUCs), sensitivity, specificity, positive predictive values (PPV), and negative predictive values (NPV). Results: A total of 1164 electronic medical records (CRC patients: 582; healthy controls: 582) were included. The logistic regression model achieved the highest performance in identifying CRC (AUC: 0.865, sensitivity: 89.5%, specificity: 83.5%, PPV: 84.4%, NPV: 88.9%). The first four weighted features in the model were carcinoembryonic antigen (CEA), hemoglobin (HGB), lipoprotein (a) (Lp(a)), and high-density lipoprotein (HDL). A diagnostic model for CRC was established based on the four indicators, with an AUC of 0.849 (0.840-0.860) for identifying all CRC patients, and it performed best in discriminating patients with late colon cancer from healthy individuals with an AUC of 0.905 (0.889-0.929). Conclusions: The logistic regression model based on CEA, HGB, Lp(a), and HDL might be a powerful, noninvasive, and cost-effective method to identify CRC.
Collapse
Affiliation(s)
- Hui Li
- 373651Department of Clinical Laboratory, The Sixth Affiliated Hospital, 26469Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Jianmei Lin
- 373651Department of Clinical Laboratory, The Sixth Affiliated Hospital, 26469Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Yanhong Xiao
- 373651Department of Clinical Laboratory, The Sixth Affiliated Hospital, 26469Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Wenwen Zheng
- 373651Department of Clinical Laboratory, The Sixth Affiliated Hospital, 26469Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Lu Zhao
- 373651Department of Clinical Laboratory, The Sixth Affiliated Hospital, 26469Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Xiangling Yang
- 373651Department of Clinical Laboratory, The Sixth Affiliated Hospital, 26469Sun Yat-sen University, Guangzhou, Guangdong, China.,373651Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, Guangdong Institute of Gastroenterology, The Sixth Affiliated Hospital, 26469Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Minsheng Zhong
- Department of Artificial Intelligence Laboratory, Xuanwu Technology, Guangzhou, Guangdong, China
| | - Huanliang Liu
- 373651Department of Clinical Laboratory, The Sixth Affiliated Hospital, 26469Sun Yat-sen University, Guangzhou, Guangdong, China.,373651Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, Guangdong Institute of Gastroenterology, The Sixth Affiliated Hospital, 26469Sun Yat-sen University, Guangzhou, Guangdong, China
| |
Collapse
|
29
|
Yeoh Y, Low TY, Abu N, Lee PY. Regulation of signal transduction pathways in colorectal cancer: implications for therapeutic resistance. PeerJ 2021; 9:e12338. [PMID: 34733591 PMCID: PMC8544255 DOI: 10.7717/peerj.12338] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2021] [Accepted: 09/28/2021] [Indexed: 12/13/2022] Open
Abstract
Resistance to anti-cancer treatments is a critical and widespread health issue that has brought serious impacts on lives, the economy and public policies. Mounting research has suggested that a selected spectrum of patients with advanced colorectal cancer (CRC) tend to respond poorly to both chemotherapeutic and targeted therapeutic regimens. Drug resistance in tumours can occur in an intrinsic or acquired manner, rendering cancer cells insensitive to the treatment of anti-cancer therapies. Multiple factors have been associated with drug resistance. The most well-established factors are the emergence of cancer stem cell-like properties and overexpression of ABC transporters that mediate drug efflux. Besides, there is emerging evidence that signalling pathways that modulate cell survival and drug metabolism play major roles in the maintenance of multidrug resistance in CRC. This article reviews drug resistance in CRC as a result of alterations in the MAPK, PI3K/PKB, Wnt/β-catenin and Notch pathways.
Collapse
Affiliation(s)
- Yeelon Yeoh
- UKM Medical Molecular Biology Institute (UMBI), Universiti Kebangsaan Malaysia, Kuala Lumpur, Malaysia
| | - Teck Yew Low
- UKM Medical Molecular Biology Institute (UMBI), Universiti Kebangsaan Malaysia, Kuala Lumpur, Malaysia
| | - Nadiah Abu
- UKM Medical Molecular Biology Institute (UMBI), Universiti Kebangsaan Malaysia, Kuala Lumpur, Malaysia
| | - Pey Yee Lee
- UKM Medical Molecular Biology Institute (UMBI), Universiti Kebangsaan Malaysia, Kuala Lumpur, Malaysia
| |
Collapse
|
30
|
Hasbullah HH, Musa M. Gene Therapy Targeting p53 and KRAS for Colorectal Cancer Treatment: A Myth or the Way Forward? Int J Mol Sci 2021; 22:11941. [PMID: 34769370 PMCID: PMC8584926 DOI: 10.3390/ijms222111941] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Revised: 10/27/2021] [Accepted: 10/28/2021] [Indexed: 12/12/2022] Open
Abstract
Colorectal cancer (CRC) is the third most commonly diagnosed malignancy worldwide and is responsible as one of the main causes of mortality in both men and women. Despite massive efforts to raise public awareness on early screening and significant advancements in the treatment for CRC, the majority of cases are still being diagnosed at the advanced stage. This contributes to low survivability due to this cancer. CRC patients present various genetic changes and epigenetic modifications. The most common genetic alterations associated with CRC are p53 and KRAS mutations. Gene therapy targeting defect genes such as TP53 (tumor suppressor gene encodes for p53) and KRAS (oncogene) in CRC potentially serves as an alternative treatment avenue for the disease in addition to the standard therapy. For the last decade, significant developments have been seen in gene therapy for translational purposes in treating various cancers. This includes the development of vectors as delivery vehicles. Despite the optimism revolving around targeted gene therapy for cancer treatment, it also has various limitations, such as a lack of availability of related technology, high cost of the involved procedures, and ethical issues. This article will provide a review on the potentials and challenges of gene therapy targeting p53 and KRAS for the treatment of CRC.
Collapse
Affiliation(s)
| | - Marahaini Musa
- Human Genome Centre, School of Medical Sciences, Universiti Sains Malaysia, Kubang Kerian 16150, Kelantan, Malaysia;
| |
Collapse
|
31
|
Rydbeck D, Asplund D, Bock D, Haglind E, Park J, Rosenberg J, Walming S, Angenete E. Younger age at onset of colorectal cancer is associated with increased patient's delay. Eur J Cancer 2021; 154:269-276. [PMID: 34298377 DOI: 10.1016/j.ejca.2021.06.020] [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: 03/05/2021] [Revised: 05/28/2021] [Accepted: 06/13/2021] [Indexed: 12/24/2022]
Abstract
AIM This study aimed to investigate if younger age at diagnosis of colorectal cancer was associated with a diagnostic delay. The secondary objective was to evaluate if symptomatology varied with age. METHOD The study population consisted of the cohorts from two prospective multicentre studies conducted in Sweden and Denmark, the QoLiRECT and QoLiCOL studies. These studies investigated the quality of life in patients with colorectal cancer. Participants responded to the validated questionnaires used to extract information on patient's and doctor's delay as well as first presenting symptoms. Clinical variables were retrieved from the Swedish Colorectal Cancer Registry and the Danish Colorectal Cancer Group Database. RESULTS 2574 patients were included, 1085 from QoLiRECT and 1489 from QoLiCOL. The probability of an increased patient's delay was higher when age decreased by 10 years (the SD in both QoLiRECT and QoLiCOL), adjusted OR 1.19 (95%CI: 1.10; 1.30), p < 0.001. A similar effect was found for doctor's delay, but the age effect was smaller in this case, adjusted OR 1.05 (95%CI: 0.97; 1.15), p = 0.177. When the age effect was analysed non-linearly, an increased probability of a delay was seen for patients from around 60 years and below. Younger patients were equally or more likely to report the symptoms of blood in stool, diarrhoea, constipation, mucus in faeces, faecal urgency, faecal emptying difficulties and pain compared to older patients. CONCLUSION Younger patients were more likely to have an increased patient's delay, probably contributing to a delayed diagnosis of colorectal cancer. Symptomatology at diagnosis was similar irrespective of age.
Collapse
Affiliation(s)
- Daniel Rydbeck
- Department of Surgery, SSORG - Scandinavian Surgical Outcomes Research Group, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden; Region Västra Götaland, Sahlgrenska University Hospital, Dept. of Surgery, Gothenburg, Sweden.
| | - Dan Asplund
- Department of Surgery, SSORG - Scandinavian Surgical Outcomes Research Group, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden; Region Västra Götaland, Sahlgrenska University Hospital, Dept. of Surgery, Gothenburg, Sweden
| | - David Bock
- Department of Surgery, SSORG - Scandinavian Surgical Outcomes Research Group, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Eva Haglind
- Department of Surgery, SSORG - Scandinavian Surgical Outcomes Research Group, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Jennifer Park
- Department of Surgery, SSORG - Scandinavian Surgical Outcomes Research Group, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden; Region Västra Götaland, Sahlgrenska University Hospital, Dept. of Surgery, Gothenburg, Sweden
| | - Jacob Rosenberg
- Department of Surgery, Herlev Hospital, University of Copenhagen, Herlev, DK-2730, Denmark
| | - Sofie Walming
- Department of Surgery, SSORG - Scandinavian Surgical Outcomes Research Group, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden; Department of Surgery, Helsingborg Hospital, Helsingborg, Sweden
| | - Eva Angenete
- Department of Surgery, SSORG - Scandinavian Surgical Outcomes Research Group, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden; Region Västra Götaland, Sahlgrenska University Hospital, Dept. of Surgery, Gothenburg, Sweden
| |
Collapse
|
32
|
MacDermid E, Pasch J, Fok KY, Pasch L, Premaratne C, Kotecha K, Barto W, El Khoury T. The effect of socioeconomic deprivation on presentation stage and long-term outcomes in patients undergoing colorectal cancer resection in Western Sydney. ANZ J Surg 2021; 91:1563-1568. [PMID: 34224200 DOI: 10.1111/ans.17048] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2021] [Revised: 06/05/2021] [Accepted: 06/12/2021] [Indexed: 01/18/2023]
Abstract
BACKGROUND While socioeconomic deprivation has been shown to affect survival in colorectal cancer, other factors such as global region of birth and ethnicity also exert an effect. We wished to ascertain the influence of socioeconomic deprivation on stage of presentation and cancer survival in an ethnically diverse Australian population. METHODS Cases from a database of resections in Western Sydney (n = 1596) were stratified into cohorts of socioeconomic quintiles. Univariate analysis was used to compare demographics, AJCC stage and histopathological details between the least and most socioeconomically deprived groups. Kaplan-Meier analysis and log-rank testing were used to compare cancer-specific and all-cause 5-year survival between the most deprived quintile and all others, after case-control matching for age and overseas birth. RESULTS A total of 322 (20.2%) patients from the most socioeconomically deprived centile, and 275 (17.2%) from the least were compared. The most deprived were significantly more likely to be aged under 70 (54.1% vs. 44.4%, p = 0.019), born overseas (54.3% vs. 38.6%, p = 0.003), present with stage III disease (37.4% vs. 26.7%, p = 0.005), perforated (12.5% vs. 5.3%, p = 0.005) or circumferential tumours (37% vs. 24.3%, p = 0.043). There was no significant difference in proportions presenting with metastatic disease, or 5-year survival between the most deprived quintile and all others after correction for age and foreign birth. CONCLUSIONS Socioeconomic deprivation is associated with unfavourable colorectal cancer presentation stage but not poorer 5-year survival in our Western Sydney population. The reasons for this are unclear and demand further attention.
Collapse
Affiliation(s)
- Ewan MacDermid
- Northern Clinical School, University of Sydney, Sydney, New South Wales, Australia.,Department of Surgery, Nepean Hospital, Penrith, New South Wales, Australia
| | - James Pasch
- Department of Surgery, Northern Beaches Hospital, Sydney, New South Wales, Australia
| | - Kar Yin Fok
- Department of Surgery, Nepean Hospital, Penrith, New South Wales, Australia
| | - Lachlan Pasch
- School of Midwifery and Nursing, University of Western Sydney, Sydney, New South Wales, Australia
| | - Chatika Premaratne
- Department of Surgery, John Hunter Hospital, Sydney, New South Wales, Australia
| | - Krishna Kotecha
- Northern Clinical School, University of Sydney, Sydney, New South Wales, Australia
| | - Walid Barto
- Department of Surgery, Nepean Hospital, Penrith, New South Wales, Australia
| | - Toufic El Khoury
- Northern Clinical School, University of Sydney, Sydney, New South Wales, Australia.,Department of Colorectal Surgery, Westmead Hospital, Sydney, New South Wales, Australia.,School of Medicine, University of Notre Dame, Sydney, New South Wales, Australia
| |
Collapse
|
33
|
Smith RA, Fedewa S, Siegel R. Early colorectal cancer detection-Current and evolving challenges in evidence, guidelines, policy, and practices. Adv Cancer Res 2021; 151:69-107. [PMID: 34148621 DOI: 10.1016/bs.acr.2021.03.005] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
The understanding at the beginning of the last century that colorectal cancer began as a localized disease that progressed and became systemic, and that most colorectal cancer arose from adenomatous polyps gave rise to aggressive attempts at curative treatment and eventually attempts to detect advanced lesions before they progressed to invasive disease. In the last four decades, steadily greater uptake of screening has led to reductions in colorectal cancer incidence and mortality. However, the fullest potential of screening is not being met due to the lack of organized screening, where a systems approach could lead to higher rates of screening of average and high risk groups, higher quality screening, and prompt followup of adults with positive screening tests. ABSTRACT: Since the beginning of the 20th century, there has been a general understanding that colorectal cancer is a clonal disease that progresses from a localized stage with a favorable prognosis through progressively more advanced stages which have progressively worse prognosis. That understanding led first to determined efforts to detect and treat early stage symptomatic disease, and then to detect pre-symptomatic colorectal cancer and precursor lesions, where there was hope that the natural history of the disease could be arrested and the incidence and premature mortality of colorectal cancer averted. Toward the end of the last century, guidelines for colorectal cancer screening, growth in the number of technical options for screening, and a steady increase in the proportion of the adult population who attended screening contributed to the beginning of a significant decline in colorectal cancer incidence and mortality. Despite this progress, colorectal cancer remains the third leading cause of death among men and women in the United States. Screening for early detection of precursor lesions and localized cancer offers the single most productive opportunity to further reduce the burden of disease, and yet nearly four in five deaths from colorectal cancer are associated with having never been screened, not recently screened, or not followed up for an abnormal screening test. This simple observation is a call to action in all communities to apply existing knowledge to fulfill the potential to prevent avertable incidence and mortality.
Collapse
Affiliation(s)
- Robert A Smith
- Cancer Prevention and Early Detection Department, American Cancer Society, Atlanta, GA, United States.
| | - Stacey Fedewa
- Screening and Risk Factors Research, Surveillance and Health Equity Science Department, American Cancer Society, Atlanta, GA, United States
| | - Rebecca Siegel
- Surveillance Research, Surveillance and Health Equity Science Department, American Cancer Society, Atlanta, GA, United States
| |
Collapse
|
34
|
Andrade F, Rafael D, Vilar-Hernández M, Montero S, Martínez-Trucharte F, Seras-Franzoso J, Díaz-Riascos ZV, Boullosa A, García-Aranda N, Cámara-Sánchez P, Arango D, Nestor M, Abasolo I, Sarmento B, Schwartz S. Polymeric micelles targeted against CD44v6 receptor increase niclosamide efficacy against colorectal cancer stem cells and reduce circulating tumor cells in vivo. J Control Release 2021; 331:198-212. [PMID: 33482272 DOI: 10.1016/j.jconrel.2021.01.022] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2020] [Revised: 01/12/2021] [Accepted: 01/14/2021] [Indexed: 02/07/2023]
Abstract
Colorectal cancer (CRC) is a highly prevalent disease worldwide. Patient survival is hampered by tumor relapse and the appearance of drug-resistant metastases, which are sustained by the presence of cancer stem cells (CSC). Specific delivery of anti-CSC chemotherapeutic drugs to tumors by using targeted drug delivery systems that can also target CSC sub-population might substantially improve current clinical outcomes. CD44v6 is a robust biomarker for advanced CRC and CSC, due to its functional role in tumorigenesis and cancer initiation process. Here, we show that CD44v6-targeted polymeric micelles (PM) loaded with niclosamide (NCS), a drug against CSC, is a good therapeutic strategy against colorectal CSC and circulating tumor cells (CTC) in vivo. HCT116 cells were sorted according to their CD44v6 receptor expression into CD44v6+ (high) and CDv44v6- (low) subpopulations. Accordingly, CD44v6+ cells presented stemness properties, such as overexpression of defined stemness markers (ALDH1A1, CD44v3 and CXCR4) and high capacity to form colonspheres in low attachment conditions. NCS-loaded PM functionalized with an antibody fragment against CD44v6 (Fab-CD44v6) presented adequate size, charge, and encapsulation efficiency. In addition, Fab-CD44v6 significantly increased PM internalization in CD44v6+ cells. Further, encapsulation of NCS improved its effectiveness in vitro, particularly against colonspheres, and allowed to increase its intravenous dosage in vivo by increasing the amount of NCS able to be administered without causing toxicity. Remarkably, functionalized PM accumulate in tumors and significantly reduce CTC in vivo. In conclusion, CD44v6 targeted PM meet the essential conditions to become an efficient anti-CSC therapy.
Collapse
Affiliation(s)
- Fernanda Andrade
- i3S - Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Rua Alfredo Allen 208, Porto, Portugal; INEB - Instituto Nacional de Engenharia Biomédica, Universidade do Porto, Rua Alfredo Allen 208, Porto 4200-180, Portugal; Drug Delivery and Targeting Group, Molecular Biology and Biochemistry Research Centre for Nanomedicine (CIBBIM-Nanomedicine), Vall d'Hebron Institut de Recerca, Universitat Autònoma de Barcelona, Barcelona, Spain.
| | - Diana Rafael
- Drug Delivery and Targeting Group, Molecular Biology and Biochemistry Research Centre for Nanomedicine (CIBBIM-Nanomedicine), Vall d'Hebron Institut de Recerca, Universitat Autònoma de Barcelona, Barcelona, Spain; Networking Research Centre for Bioengineering, Biomaterials, and Nanomedicine (CIBER-BBN), Instituto de Salud Carlos III, Zaragoza, Spain.
| | - Mireia Vilar-Hernández
- Drug Delivery and Targeting Group, Molecular Biology and Biochemistry Research Centre for Nanomedicine (CIBBIM-Nanomedicine), Vall d'Hebron Institut de Recerca, Universitat Autònoma de Barcelona, Barcelona, Spain.
| | - Sara Montero
- Drug Delivery and Targeting Group, Molecular Biology and Biochemistry Research Centre for Nanomedicine (CIBBIM-Nanomedicine), Vall d'Hebron Institut de Recerca, Universitat Autònoma de Barcelona, Barcelona, Spain; Networking Research Centre for Bioengineering, Biomaterials, and Nanomedicine (CIBER-BBN), Instituto de Salud Carlos III, Zaragoza, Spain.
| | - Francesc Martínez-Trucharte
- Drug Delivery and Targeting Group, Molecular Biology and Biochemistry Research Centre for Nanomedicine (CIBBIM-Nanomedicine), Vall d'Hebron Institut de Recerca, Universitat Autònoma de Barcelona, Barcelona, Spain.
| | - Joaquin Seras-Franzoso
- Drug Delivery and Targeting Group, Molecular Biology and Biochemistry Research Centre for Nanomedicine (CIBBIM-Nanomedicine), Vall d'Hebron Institut de Recerca, Universitat Autònoma de Barcelona, Barcelona, Spain.
| | - Zamira V Díaz-Riascos
- Drug Delivery and Targeting Group, Molecular Biology and Biochemistry Research Centre for Nanomedicine (CIBBIM-Nanomedicine), Vall d'Hebron Institut de Recerca, Universitat Autònoma de Barcelona, Barcelona, Spain; Functional Validation and Preclinical Research (FVPR), CIBBIM-Nanomedicine, Vall d'Hebron Institut de Recerca, Universitat Autònoma de Barcelona, Barcelona, Spain.
| | - Ana Boullosa
- Drug Delivery and Targeting Group, Molecular Biology and Biochemistry Research Centre for Nanomedicine (CIBBIM-Nanomedicine), Vall d'Hebron Institut de Recerca, Universitat Autònoma de Barcelona, Barcelona, Spain; Functional Validation and Preclinical Research (FVPR), CIBBIM-Nanomedicine, Vall d'Hebron Institut de Recerca, Universitat Autònoma de Barcelona, Barcelona, Spain.
| | - Natalia García-Aranda
- Drug Delivery and Targeting Group, Molecular Biology and Biochemistry Research Centre for Nanomedicine (CIBBIM-Nanomedicine), Vall d'Hebron Institut de Recerca, Universitat Autònoma de Barcelona, Barcelona, Spain; Functional Validation and Preclinical Research (FVPR), CIBBIM-Nanomedicine, Vall d'Hebron Institut de Recerca, Universitat Autònoma de Barcelona, Barcelona, Spain.
| | - Patricia Cámara-Sánchez
- Drug Delivery and Targeting Group, Molecular Biology and Biochemistry Research Centre for Nanomedicine (CIBBIM-Nanomedicine), Vall d'Hebron Institut de Recerca, Universitat Autònoma de Barcelona, Barcelona, Spain; Functional Validation and Preclinical Research (FVPR), CIBBIM-Nanomedicine, Vall d'Hebron Institut de Recerca, Universitat Autònoma de Barcelona, Barcelona, Spain.
| | - Diego Arango
- Biomedical Research in Digestive Tract Tumors Group, CIBBIM-Nanomedicine, Vall d'Hebron Research Institute, Universitat Autònoma de Barcelona, Barcelona, Spain.
| | - Marika Nestor
- Department of Immunology, Genetics and Pathology, Uppsala University, Sweden.
| | - Ibane Abasolo
- Drug Delivery and Targeting Group, Molecular Biology and Biochemistry Research Centre for Nanomedicine (CIBBIM-Nanomedicine), Vall d'Hebron Institut de Recerca, Universitat Autònoma de Barcelona, Barcelona, Spain; Networking Research Centre for Bioengineering, Biomaterials, and Nanomedicine (CIBER-BBN), Instituto de Salud Carlos III, Zaragoza, Spain; Functional Validation and Preclinical Research (FVPR), CIBBIM-Nanomedicine, Vall d'Hebron Institut de Recerca, Universitat Autònoma de Barcelona, Barcelona, Spain.
| | - Bruno Sarmento
- i3S - Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Rua Alfredo Allen 208, Porto, Portugal; INEB - Instituto Nacional de Engenharia Biomédica, Universidade do Porto, Rua Alfredo Allen 208, Porto 4200-180, Portugal; CESPU, Instituto de Investigação e Formação Avançada em Ciências e Tecnologias da Saúde, Rua Central de Gandra, 1317, Gandra 4585-116, Portugal.
| | - Simó Schwartz
- Drug Delivery and Targeting Group, Molecular Biology and Biochemistry Research Centre for Nanomedicine (CIBBIM-Nanomedicine), Vall d'Hebron Institut de Recerca, Universitat Autònoma de Barcelona, Barcelona, Spain; Networking Research Centre for Bioengineering, Biomaterials, and Nanomedicine (CIBER-BBN), Instituto de Salud Carlos III, Zaragoza, Spain.
| |
Collapse
|
35
|
Hu J, Zhao FY, Huang B, Ran J, Chen MY, Liu HL, Deng YS, Zhao X, Han XF. An Eight-CpG-based Methylation Classifier for Preoperative Discriminating Early and Advanced-Late Stage of Colorectal Cancer. Front Genet 2021; 11:614160. [PMID: 33519917 PMCID: PMC7838682 DOI: 10.3389/fgene.2020.614160] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2020] [Accepted: 12/14/2020] [Indexed: 11/28/2022] Open
Abstract
Aim To develop and validate a CpG-based classifier for preoperative discrimination of early and advanced-late stage colorectal cancer (CRC). Methods We identified an epigenetic signature based on methylation status of multiple CpG sites (CpGs) from 372 subjects in The Cancer Genome Atlas (TCGA) CRC cohort, and an external cohort (GSE48684) with 64 subjects by LASSO regression algorithm. A classifier derived from the methylation signature was used to establish a multivariable logistic regression model to predict the advanced-late stage of CRC. A nomogram was further developed by incorporating the classifier and some independent clinical risk factors, and its performance was evaluated by discrimination and calibration analysis. The prognostic value of the classifier was determined by survival analysis. Furthermore, the diagnostic performance of several CpGs in the methylation signature was evaluated. Results The eight-CpG-based methylation signature discriminated early stage from advanced-late stage CRC, with a satisfactory AUC of more than 0.700 in both the training and validation sets. This methylation classifier was identified as an independent predictor for CRC staging. The nomogram showed favorable predictive power for preoperative staging, and the C-index reached 0.817 (95% CI: 0.753–0.881) and 0.817 (95% CI: 0.721–0.913) in another training set and validation set respectively, with good calibration. The patients stratified in the high-risk group by the methylation classifier had significantly worse survival outcome than those in the low-risk group. Combination diagnosis utilizing only four of the eight specific CpGs performed well, even in CRC patients with low CEA level or at early stage. Conclusions Our classifier is a valuable predictive indicator that can supplement established methods for more accurate preoperative staging and also provides prognostic information for CRC patients. Besides, the combination of multiple CpGs has a high value in the diagnosis of CRC.
Collapse
Affiliation(s)
- Ji Hu
- Department of General Surgery, The First People's Hospital of Chongqing Liang Jiang New Area, Chongqing, China
| | - Fu-Ying Zhao
- Department of Medical Laboratory, The First People's Hospital of Chongqing Liang Jiang New Area, Chongqing, China
| | - Bin Huang
- Department of General Surgery, Daping Hospital, Army Medical University, Chongqing, China
| | - Jing Ran
- Department of Pathology, The First People's Hospital of Chongqing Liang Jiang New Area, Chongqing, China
| | - Mei-Yuan Chen
- Department of General Surgery, The First People's Hospital of Chongqing Liang Jiang New Area, Chongqing, China
| | - Hai-Lin Liu
- Department of Clinical Pharmacy, The First People's Hospital of Chongqing Liang Jiang New Area, Chongqing, China
| | - You-Song Deng
- Department of General Surgery, The First People's Hospital of Chongqing Liang Jiang New Area, Chongqing, China
| | - Xia Zhao
- Department of Microbiology, Army Medical University, Chongqing, China
| | - Xiao-Fan Han
- Department of General Surgery, The First People's Hospital of Chongqing Liang Jiang New Area, Chongqing, China
| |
Collapse
|
36
|
Hoover S, Subramanian S, Sabatino SA, Khushalani JS, Tangka FKL. Late-Stage Diagnosis and Cost of Colorectal Cancer Treatment in Two State Medicaid Programs. JOURNAL OF REGISTRY MANAGEMENT 2021; 48:20-27. [PMID: 34170892 PMCID: PMC10846594] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
INTRODUCTION To assess timing of Medicaid enrollment with late-stage colorectal cancer (CRC) diagnosis and estimate treatment costs by stage at diagnosis. METHODS We analyzed 2000-2009 California and Texas Medicaid data linked with cancer registry data. We assessed the association of Medicaid enrollment timing with late-stage colorectal cancer and estimated total and incremental 6-month treatment costs to Medicaid by stage using a noncancer comparison group matched on age group and sex. RESULTS Compared with Medicaid enrollment before diagnosis, enrolling after diagnosis was associated with late-stage diagnosis. Incremental per-person treatment costs were $31,063, $39,834, and $47,161 for localized, regional, and distant stage in California, respectively; and $28,701, $38,212, and $49,634 in Texas, respectively. DISCUSSION In California and Texas, Medicaid enrollment after CRC diagnosis was associated with later-stage disease and higher treatment costs. Facilitating timely and continuous Medicaid enrollment may lead to earlier stage at diagnosis, reduced costs, and improved outcomes.
Collapse
|
37
|
Zhang H, Guo Y, Prosperi M, Bian J. An ontology-based documentation of data discovery and integration process in cancer outcomes research. BMC Med Inform Decis Mak 2020; 20:292. [PMID: 33317497 PMCID: PMC7734720 DOI: 10.1186/s12911-020-01270-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2020] [Accepted: 09/17/2020] [Indexed: 01/24/2023] Open
Abstract
Background To reduce cancer mortality and improve cancer outcomes, it is critical to understand the various cancer risk factors (RFs) across different domains (e.g., genetic, environmental, and behavioral risk factors) and levels (e.g., individual, interpersonal, and community levels). However, prior research on RFs of cancer outcomes, has primarily focused on individual level RFs due to the lack of integrated datasets that contain multi-level, multi-domain RFs. Further, the lack of a consensus and proper guidance on systematically identify RFs also increase the difficulty of RF selection from heterogenous data sources in a multi-level integrative data analysis (mIDA) study. More importantly, as mIDA studies require integrating heterogenous data sources, the data integration processes in the limited number of existing mIDA studies are inconsistently performed and poorly documented, and thus threatening transparency and reproducibility. Methods Informed by the National Institute on Minority Health and Health Disparities (NIMHD) research framework, we (1) reviewed existing reporting guidelines from the Enhancing the QUAlity and Transparency Of health Research (EQUATOR) network and (2) developed a theory-driven reporting guideline to guide the RF variable selection, data source selection, and data integration process. Then, we developed an ontology to standardize the documentation of the RF selection and data integration process in mIDA studies. Results We summarized the review results and created a reporting guideline—ATTEST—for reporting the variable selection and data source selection and integration process. We provided an ATTEST check list to help researchers to annotate and clearly document each step of their mIDA studies to ensure the transparency and reproducibility. We used the ATTEST to report two mIDA case studies and further transformed annotation results into sematic triples, so that the relationships among variables, data sources and integration processes are explicitly standardized and modeled using the classes and properties from OD-ATTEST. Conclusion Our ontology-based reporting guideline solves some key challenges in current mIDA studies for cancer outcomes research, through providing (1) a theory-driven guidance for multi-level and multi-domain RF variable and data source selection; and (2) a standardized documentation of the data selection and integration processes powered by an ontology, thus a way to enable sharing of mIDA study reports among researchers.
Collapse
Affiliation(s)
- Hansi Zhang
- Department of Health Outcomes and Biomedical Informatics, College of Medicine, University of Florida, 2197 Mowry Road, Suite 122, PO Box 100177, Gainesville, FL, 32610-0177, USA
| | - Yi Guo
- Department of Health Outcomes and Biomedical Informatics, College of Medicine, University of Florida, 2197 Mowry Road, Suite 122, PO Box 100177, Gainesville, FL, 32610-0177, USA.,Cancer Informatics & eHealth Core, University of Florida Health Cancer Center, Gainesville, FL, USA
| | - Mattia Prosperi
- Department of Epidemiology, College of Medicine & College of Public Health and Health Professions, University of Florida, Gainesville, FL, USA
| | - Jiang Bian
- Department of Health Outcomes and Biomedical Informatics, College of Medicine, University of Florida, 2197 Mowry Road, Suite 122, PO Box 100177, Gainesville, FL, 32610-0177, USA. .,Cancer Informatics & eHealth Core, University of Florida Health Cancer Center, Gainesville, FL, USA.
| |
Collapse
|
38
|
Chambers AC, Dixon SW, White P, Thomas MG, Williams AC, Messenger DE. Factors associated with advanced colorectal cancer differ between young and older adults in England: a population-based cohort study. Colorectal Dis 2020; 22:2087-2097. [PMID: 32926531 DOI: 10.1111/codi.15361] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/10/2020] [Revised: 07/27/2020] [Accepted: 08/31/2020] [Indexed: 12/23/2022]
Abstract
AIM Advanced stage presentation of colorectal cancer is associated with poorer survival outcomes, particularly among young adults. This study aimed to determine whether demographic risk factors for advanced stage presentation differed between young and older adults. METHOD Individual-level data on all incident colorectal cancers in people aged 20 years and above were extracted from the National Cancer Registration and Analysis Service database for the years 2012 to 2015. Patients were divided into two cohorts: young-onset colorectal cancer (YOCC) if aged 20-49 years and older-onset colorectal cancer (OOCC) if aged 50 years and above. Logistic regression was used to identify risk factors for advanced stage presentation, defined as TNM Stage III or IV, in each cohort. RESULTS There were 7075 (5.2%) patients in the YOCC cohort and 128 345 (94.8%) patients in the OOCC cohort. Tumours in the YOCC cohort were more likely to be at an advanced stage (67.2% vs 55.3%, P < 0.001) and located distally (63.7% vs 55.4%, P < 0.001). No demographic factor was consistently associated with advanced stage presentation in the YOCC cohort. Among the OOCC cohort, increased social deprivation [OR (Index of Multiple Deprivation quintile 5 vs 1) = 1.11 (95% CI 1.07-1.16), P < 0.001], Black/Black British ethnicity [OR (baseline White) = 1.25 (95% CI 1.11-1.40), P < 0.001] and residence in the East Midlands [OR (baseline London) = 1.11 (95% CI 1.04-1.17), P = 0.001] were associated with advanced stage presentation. CONCLUSION Demographic factors associated with advanced disease were influenced by age. The effects of social deprivation and ethnicity were only observed in older adults and mirror trends in screening uptake. Targeted interventions for high-risk groups are warranted.
Collapse
Affiliation(s)
- A C Chambers
- Department of Colorectal Surgery, University Hospitals Bristol, Bristol Royal Infirmary, Bristol, UK
- School of Cellular and Molecular Medicine, University Walk, University of Bristol, Bristol, UK
| | - S W Dixon
- School of Cellular and Molecular Medicine, University Walk, University of Bristol, Bristol, UK
| | - P White
- Department of Engineering Design and Mathematics, University of West of England, Bristol, UK
| | - M G Thomas
- Department of Colorectal Surgery, University Hospitals Bristol, Bristol Royal Infirmary, Bristol, UK
| | - A C Williams
- School of Cellular and Molecular Medicine, University Walk, University of Bristol, Bristol, UK
| | - D E Messenger
- Department of Colorectal Surgery, University Hospitals Bristol, Bristol Royal Infirmary, Bristol, UK
| |
Collapse
|
39
|
Vather R, Petrushnko W, Chapman D, Sammour T, Mor I, Warner R. Factors predictive of an advanced stage of colorectal cancer at presentation - a bi-national study. Colorectal Dis 2020; 22:1538-1544. [PMID: 32421899 DOI: 10.1111/codi.15137] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/08/2020] [Accepted: 04/08/2020] [Indexed: 02/08/2023]
Abstract
AIM Identifying elements associated with advanced colorectal cancer (CRC) stage may inform understanding of whether advanced disease is a corollary of access to healthcare or tumour biology and in turn allow the use of targeted screening and awareness programmes. The aim of this study was to identify factors that predict advanced stage of CRC at presentation in Australia and New Zealand. METHOD This was a cross-sectional registry study sourced from the prospectively maintained Binational Colorectal Cancer Audit database of Australia and New Zealand. The primary outcome was stage as defined by the TNM system with associations drawn to demographic and perioperative variables. RESULTS In total, 25 282 separate cancers were included. Univariate analysis found younger age, treatment at a public facility, increasing American Society of Anesthesiologists (ASA) grade, more distal tumours, and less recent year of surgery to all be associated with more advanced disease; sex and presentation at a rural vs urban hospital had no bearing on this outcome. Logistic regression identified younger age (< 60 years vs > 80 years: OR 1.96; 95% CI 1.80-2.14; P = 0.002), treatment at a public vs private hospital (OR 1.21; 95% CI 1.14-1.28; P < 0.001), increasing ASA grade (ASA4 vs ASA1: OR 1.37; 95% CI 1.17-1.59, P < 0.001) and more distal tumours (mid-low rectal vs right colon tumours: OR 1.52; 95% CI 1.41-1.64; P < 0.001) to be independent predictors of nodal or metastatic disease at presentation. CONCLUSION Younger age, increasing ASA grade, more distal tumours, and treatment at a public rather than private facility are independently associated with the presence of nodal or distant CRC metastases at diagnosis.
Collapse
Affiliation(s)
- R Vather
- Colorectal Unit, Department of Surgery, Royal Adelaide Hospital, Adelaide, South Australia, Australia
| | - W Petrushnko
- Colorectal Unit, Department of Surgery, Tweed Hospital, Tweed Heads, New South Wales, Australia
| | - D Chapman
- Department of Surgery, University of Auckland, Auckland, New Zealand
| | - T Sammour
- Colorectal Unit, Department of Surgery, Royal Adelaide Hospital, Adelaide, South Australia, Australia.,Discipline of Surgery, Faculty of Health and Medical Science, School of Medicine, University of Adelaide, Adelaide, South Australia, Australia
| | - I Mor
- Colorectal Unit, Department of Surgery, Tweed Hospital, Tweed Heads, New South Wales, Australia
| | - R Warner
- Colorectal Unit, Department of Surgery, Tweed Hospital, Tweed Heads, New South Wales, Australia
| |
Collapse
|
40
|
Bradley CJ, Stevens JL, Enewold L, Warren JL. Stage and mortality of low-income patients with cancer: Evidence from SEER-Medicaid. Cancer 2020; 127:229-238. [PMID: 33107990 DOI: 10.1002/cncr.33207] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2020] [Revised: 08/12/2020] [Accepted: 08/13/2020] [Indexed: 01/14/2023]
Abstract
BACKGROUND A national data source for identifying patients with cancer enrolled in Medicaid is needed to evaluate cancer care for low-income, publicly insured patients. In this study, a population-based data set of patients diagnosed with cancer and enrolled in Medicaid was created and evaluated. The objective was to compare the characteristics of patients with cancer identified in Surveillance, Epidemiology, and End Results (SEER) data and linked to the Medicaid Analytic eXtract (MAX) Personal Summary files with the characteristics of patients who were not linked to the MAX file. METHODS All persons in 14 SEER registries diagnosed with cancer from 2006 to 2013 who were or were not linked to the 2006-2013 nationwide MAX files were selected, and patient demographic characteristics were compared for 3 age groups. Common cancer sites and the timing of Medicaid enrollment with respect to patients' cancer diagnoses were reported, and the stage at diagnosis and 4-year mortality were compared by 3 categories of Medicaid enrollment. RESULTS Approximately 18% of the sample was enrolled in Medicaid within 25 months of diagnosis. Enrollees had a greater proportion of racial/ethnic minorities in comparison with patients who were not enrolled. A late-stage diagnosis was more common among Medicaid patients and particularly among those who enrolled after their diagnosis. For every common cancer site, mortality was highest in the sample of Medicaid patients who enrolled after their diagnosis. CONCLUSIONS The Medicaid enrollment data newly added to SEER records enhance researchers' ability to investigate research questions related to Medicaid policies and care delivery. For patients enrolled before their diagnosis, Medicaid appears to offer protection against late-stage disease and mortality.
Collapse
Affiliation(s)
- Cathy J Bradley
- School of Public Health, University of Colorado, Aurora, Colorado
| | | | - Lindsey Enewold
- Division of Cancer Control and Population Sciences, National Cancer Institute, Bethesda, Maryland
| | - Joan L Warren
- Division of Cancer Control and Population Sciences, National Cancer Institute, Bethesda, Maryland
| |
Collapse
|
41
|
Eom KY, Jarlenski M, Schoen RE, Robertson L, Sabik LM. Sex differences in the impact of Affordable Care Act Medicaid expansion on colorectal cancer screening. Prev Med 2020; 138:106171. [PMID: 32592796 DOI: 10.1016/j.ypmed.2020.106171] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/02/2019] [Revised: 05/14/2020] [Accepted: 06/14/2020] [Indexed: 12/23/2022]
Abstract
Access to care varies by sex such that interactions with insurance status result in mixed patterns of preventive services utilization. We examined sex-specific effects of ACA Medicaid expansions on receipt of CRC screening. We used Behavioral Risk Factor Surveillance System data (2008-2016) for adults aged 50-64 years with household income ≤138% of federal poverty level to examine self-reported lifetime use of guideline-recommended CRC screening services overall and by screening modality. We employed difference-in-difference models comparing changes in CRC screening in 20 Medicaid expansion states before and after the ACA to changes in 18 states that did not expand Medicaid during our study period. We divided the expansion period into implementation (2014) and post-expansion (2016) periods to account for possible lagged effects. We observed time-varying effects of Medicaid expansion that revealed relative increases in CRC screening occurring during the post-expansion period. Heterogeneous effects by sex and by screening modality were also observed: there was a significant relative increase of 16.2 percentage points (95% CI [2.2, 30.2]; p-value = 0.023) in lifetime colonoscopy use among women in expansion states relative to non-expansion states in the post-expansion period. There were no significant effects of Medicaid expansion among men. Health insurance expansion had a lagged but significant effect on CRC screening among low-income non-elderly women in Medicaid expansion states, but no effect for men. The observed increase in CRC screening among women suggests that barriers to CRC screening may differ by sex, and tailored interventions to increase CRC screening improve outcomes.
Collapse
Affiliation(s)
- Kirsten Y Eom
- University of Pittsburgh, Department of Health Policy and Management, Pittsburgh, PA, United States of America.
| | - Marian Jarlenski
- University of Pittsburgh, Department of Health Policy and Management, Pittsburgh, PA, United States of America
| | - Robert E Schoen
- University of Pittsburgh, Department of Medicine, Division of Gastroenterology, Hepatology and Nutrition, Pittsburgh, PA, United States of America
| | - Linda Robertson
- UPMC Hillman Cancer Center, Pittsburgh, PA, United States of America
| | - Lindsay M Sabik
- University of Pittsburgh, Department of Health Policy and Management, Pittsburgh, PA, United States of America
| |
Collapse
|
42
|
Siegel RL, Miller KD, Goding Sauer A, Fedewa SA, Butterly LF, Anderson JC, Cercek A, Smith RA, Jemal A. Colorectal cancer statistics, 2020. CA Cancer J Clin 2020; 70:145-164. [PMID: 32133645 DOI: 10.3322/caac.21601] [Citation(s) in RCA: 3218] [Impact Index Per Article: 643.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/17/2020] [Accepted: 01/17/2020] [Indexed: 12/11/2022] Open
Abstract
Colorectal cancer (CRC) is the second most common cause of cancer death in the United States. Every 3 years, the American Cancer Society provides an update of CRC occurrence based on incidence data (available through 2016) from population-based cancer registries and mortality data (through 2017) from the National Center for Health Statistics. In 2020, approximately 147,950 individuals will be diagnosed with CRC and 53,200 will die from the disease, including 17,930 cases and 3,640 deaths in individuals aged younger than 50 years. The incidence rate during 2012 through 2016 ranged from 30 (per 100,000 persons) in Asian/Pacific Islanders to 45.7 in blacks and 89 in Alaska Natives. Rapid declines in incidence among screening-aged individuals during the 2000s continued during 2011 through 2016 in those aged 65 years and older (by 3.3% annually) but reversed in those aged 50 to 64 years, among whom rates increased by 1% annually. Among individuals aged younger than 50 years, the incidence rate increased by approximately 2% annually for tumors in the proximal and distal colon, as well as the rectum, driven by trends in non-Hispanic whites. CRC death rates during 2008 through 2017 declined by 3% annually in individuals aged 65 years and older and by 0.6% annually in individuals aged 50 to 64 years while increasing by 1.3% annually in those aged younger than 50 years. Mortality declines among individuals aged 50 years and older were steepest among blacks, who also had the only decreasing trend among those aged younger than 50 years, and excluded American Indians/Alaska Natives, among whom rates remained stable. Progress against CRC can be accelerated by increasing access to guideline-recommended screening and high-quality treatment, particularly among Alaska Natives, and elucidating causes for rising incidence in young and middle-aged adults.
Collapse
Affiliation(s)
- Rebecca L Siegel
- Surveillance and Health Services Research, American Cancer Society, Atlanta, Georgia
| | - Kimberly D Miller
- Surveillance and Health Services Research, American Cancer Society, Atlanta, Georgia
| | - Ann Goding Sauer
- Surveillance and Health Services Research, American Cancer Society, Atlanta, Georgia
| | - Stacey A Fedewa
- Surveillance and Health Services Research, American Cancer Society, Atlanta, Georgia
| | - Lynn F Butterly
- Department of Medicine, Dartmouth Hitchcock Medical Center, Lebanon, New Hampshire
- The Geisel School of Medicine at Dartmouth, Hanover, New Hampshire
| | - Joseph C Anderson
- The Geisel School of Medicine at Dartmouth, Hanover, New Hampshire
- Department of Veterans Affairs Medical Center, White River Junction, Vermont
| | - Andrea Cercek
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Robert A Smith
- Cancer Control Department, American Cancer Society, Atlanta, Georgia
| | - Ahmedin Jemal
- Surveillance and Health Services Research, American Cancer Society, Atlanta, Georgia
| |
Collapse
|
43
|
Green BB, West II, Baldwin LM, Schwartz MR, Coury J, Coronado GD. Challenges in Reaching Medicaid and Medicare Enrollees in a Mailed Fecal Immunochemical Test Program. J Community Health 2020; 45:916-921. [PMID: 32219712 DOI: 10.1007/s10900-020-00809-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
BeneFIT was a demonstration project that worked with a Medicaid/Medicare health plan to implement a mailed fecal immunochemical test (FIT) program. The goal was to reach age-eligible enrollees who were due for colorectal cancer (CRC) screening and prompt them to complete a FIT. One health insurance plan collaborated with six federally qualified health centers (FQHCs) in Oregon. Reach was defined as the percent of eligible individuals overdue for CRC screening who were mailed a FIT in 2016. We examined patient-level factors associated with reach, using multivariable log binomial regression and FIT completion rates at 6 months. The health plan identified 3386 age-eligible members overdue for CRC screening. Of these, 2615 (77.2%) were reached (mailed FIT kits) and 771 (22.8%) were not; 478 (14.1%) because they were not considered to be clinic patients and 290 (8.6%) because of mailing issues. Patient-level factors associated with not being reached were: being male, being Medicaid-insured (vs. Medicare), and having no primary care visits (vs. 4+ visits) in the last year. Among all enrollees identified as overdue for CRC screening, FIT completion rates at 6 months were 14.8% overall and 18.5% in the subgroup reached. In a mailed FIT program, a health insurance plan attempted to reach as many enrollees overdue for CRC screening as possible, however 22.8% were not mailed a FIT. Additional efforts are needed to ensure that the hardest to reach enrollees can participate in CRC screening.
Collapse
Affiliation(s)
- Beverly B Green
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Av. Suite 1600, Seattle, WA, 98101, USA.
| | - Imara I West
- Department of Family Medicine, University of Washington, Seattle, WA, USA
| | - Laura Mae Baldwin
- Department of Family Medicine, University of Washington, Seattle, WA, USA
| | - Malaika R Schwartz
- Department of Family Medicine, University of Washington, Seattle, WA, USA
| | | | - Gloria D Coronado
- Kaiser Permanente Northwest Center for Health Research, Portland, OR, USA
| |
Collapse
|
44
|
Coronado GD, Green BB, West II, Schwartz MR, Coury JK, Vollmer WM, Shapiro JA, Petrik AF, Baldwin LM. Direct-to-member mailed colorectal cancer screening outreach for Medicaid and Medicare enrollees: Implementation and effectiveness outcomes from the BeneFIT study. Cancer 2019; 126:540-548. [PMID: 31658375 PMCID: PMC7004121 DOI: 10.1002/cncr.32567] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2019] [Revised: 09/12/2019] [Accepted: 09/24/2019] [Indexed: 12/13/2022]
Abstract
Background Colorectal cancer screening uptake is low, particularly among individuals enrolled in Medicaid. To the authors' knowledge, little is known regarding the effectiveness of direct‐to‐member outreach by Medicaid health insurance plans to raise colorectal cancer screening use, nor how best to deliver such outreach. Methods BeneFIT is a hybrid implementation‐effectiveness study of 2 program models that health plans developed for a mailed fecal immunochemical test (FIT) intervention. The programs differed with regard to whether they used a centralized approach (Health Plan Washington) or collaborated with health centers (Health Plan Oregon). The primary implementation outcome of the current study was the percentage of eligible enrollees to whom the plans delivered each intervention component. The primary effectiveness outcome was the rate of FIT completion within 6 months of mailing of the introductory letter. Results The health plans identified 12,000 eligible enrollees (8551 in Health Plan Washington and 3449 in Health Plan Oregon). Health Plan Washington mailed an introductory letter and FIT kit to 8551 enrollees (100%) and delivered a reminder call to 839 (10.3% of the 8132 attempted). Health Plan Oregon mailed an introductory letter, and a letter and FIT kit plus a reminder postcard to 2812 enrollees (81.5%) and 2650 enrollees (76.8%), respectively. FIT completion rates were 18.2% (1557 of 8551 enrollees) in Health Plan Washington. In Health Plan Oregon, completion rates were 17.4% (488 of 2812 enrollees) among enrollees who were mailed an introductory letter and 18.3% (484 of 2650 enrollees) among enrollees who also were mailed a FIT kit plus reminder postcard. Conclusions The implementation of mailed FIT outreach by health plans may be effective and could reach many individuals at risk of developing colorectal cancer. Colorectal cancer screening uptake is low, particularly among individuals enrolled in Medicaid. The implementation of mailed fecal immunochemical test outreach among health plans may be effective and could reach many individuals at risk of developing colorectal cancer.
Collapse
Affiliation(s)
- Gloria D Coronado
- The Center for Health Research, Kaiser Permanente Northwest, Portland, Oregon
| | - Beverly B Green
- Health Research Institute, Kaiser Permanente Washington, Seattle, Washington
| | - Imara I West
- Department of Family Medicine, University of Washington, Seattle, Washington
| | - Malaika R Schwartz
- Department of Family Medicine, University of Washington, Seattle, Washington
| | | | - William M Vollmer
- The Center for Health Research, Kaiser Permanente Northwest, Portland, Oregon
| | - Jean A Shapiro
- Division of Cancer Prevention and Control, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Amanda F Petrik
- The Center for Health Research, Kaiser Permanente Northwest, Portland, Oregon
| | - Laura-Mae Baldwin
- Department of Family Medicine, University of Washington, Seattle, Washington
| |
Collapse
|