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Chen Q, Li K, Rhodin KE, Deng Y, Lidsky ME, Luo S, Ding P. Development and internal validation of individualized prediction models of overall survival and 6-month mortality among patients with synchronous early-onset colorectal liver metastases. HPB (Oxford) 2024; 26:1349-1363. [PMID: 39122641 DOI: 10.1016/j.hpb.2024.07.413] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/09/2024] [Revised: 06/24/2024] [Accepted: 07/21/2024] [Indexed: 08/12/2024]
Abstract
BACKGROUND Early-onset colorectal cancer with synchronous liver metastasis (EO-CRLM) is a growing concern with a grim prognosis. METHODS EO-CRLM patients were identified from the National Cancer Database. Random survival forest model and random forest (RF) model were developed for the prediction of overall survival (OS) and 6-month mortality, respectively. RESULTS The variables with top contributions for random survival forest model of OS included primary tumor resection, chemotherapy and bone metastases. The AUCs of 1-, 3- and 5-year OS were 0.787, 0.763 and 0.761, respectively. The individualized risk profile predicted by the models closely aligned with the actual survival outcomes observed for the patients. The variables with top contributions for RF model for 6-month mortality included chemotherapy, Charlson-Deyo comorbidity score and presence of tumor deposits. RF model for 6-month mortality resulted in an AUC of 0.821 in training set, 0.828 in cross-validation and 0.852 in testing cohort. RF models for OS and 6-month mortality exhibited great net benefit with favorable clinical utility. CONCLUSION The models generated in this study accurately identified EO-CRLM patients at risk of worse OS and short-term mortality, which may complement standard clinical assessment and aid in creation of advanced care planning.
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Affiliation(s)
- Qichen Chen
- Department of Colorectal Surgery, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou 510060, PR China
| | - Kan Li
- Merck & Co., Inc., Rahway, NJ, USA
| | - Kristen E Rhodin
- Department of Surgery, Duke University School of Medicine, Durham, NC 27710, USA
| | - Yiqiao Deng
- Department of Hepatobiliary Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, 100021, Beijing, PR China
| | - Michael E Lidsky
- Department of Surgery, Duke University School of Medicine, Durham, NC 27710, USA
| | - Sheng Luo
- Department of Biostatistics and Bioinformatics, Duke University Medical Center, Durham, NC, USA
| | - Peirong Ding
- Department of Colorectal Surgery, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou 510060, PR China.
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Zhen J, Li J, Liao F, Zhang J, Liu C, Xie H, Tan C, Dong W. Development and validation of machine learning models for young-onset colorectal cancer risk stratification. NPJ Precis Oncol 2024; 8:239. [PMID: 39438621 PMCID: PMC11496529 DOI: 10.1038/s41698-024-00719-2] [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: 01/26/2024] [Accepted: 09/19/2024] [Indexed: 10/25/2024] Open
Abstract
Incidence of young-onset colorectal cancer (YOCRC, younger than 50) has significantly increased worldwide. The performance of fecal immunochemical test in detecting YOCRC is unsatisfactory. Using routine clinical data, we aimed to develop machine learning (ML) models to identify individuals with high-risk YOCRC who require further colonoscopy. We retrospectively extracted data of 10,874 young individuals. Multiple supervised ML techniques were devised to distinguish individuals with and without CRC, classifiers were trained, internally validated and temporally validated. In internal validation cohort, Random Forest (RF) ML model demonstrated good performance with AUC of 0.859 and highest recall of 0.840. In temporal validation cohort, the RF ML model also exhibited good classification performance, achieving AUC of 0.888 and highest recall of 0.872. RF algorithm-based approach is effective and feasible in YOCRC risk stratification. This could be valuable in assessing the risk of YOCRC so that clinical management, including further colonoscopy, can be subsequently made. (Registration: This study was registered with ClinicalTrials.gov (NCT06342622) on March 15, 2024.).
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Affiliation(s)
- Junhai Zhen
- Department of General Practice, Renmin Hospital of Wuhan University, Wuhan, 430060, Hubei Province, China
| | - Jiao Li
- Department of Gastroenterology, Renmin Hospital of Wuhan University, Wuhan, 430060, Hubei Province, China
| | - Fei Liao
- Department of Gastroenterology, Renmin Hospital of Wuhan University, Wuhan, 430060, Hubei Province, China
| | - Jixiang Zhang
- Department of Gastroenterology, Renmin Hospital of Wuhan University, Wuhan, 430060, Hubei Province, China
| | - Chuan Liu
- Department of Gastroenterology, Renmin Hospital of Wuhan University, Wuhan, 430060, Hubei Province, China
| | - Huabing Xie
- Department of General Practice, Renmin Hospital of Wuhan University, Wuhan, 430060, Hubei Province, China
| | - Cheng Tan
- Department of Gastroenterology, Renmin Hospital of Wuhan University, Wuhan, 430060, Hubei Province, China
| | - Weiguo Dong
- Department of Gastroenterology, Renmin Hospital of Wuhan University, Wuhan, 430060, Hubei Province, China.
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Danpanichkul P, Aboona MB, Sukphutanan B, Kongarin S, Duangsonk K, Ng CH, Muthiah MD, Huang DQ, Seko Y, Díaz LA, Arab JP, Yang JD, Chen VL, Kim D, Noureddin M, Liangpunsakul S, Wijarnpreecha K. Incidence of liver cancer in young adults according to the Global Burden of Disease database 2019. Hepatology 2024; 80:828-843. [PMID: 38598364 DOI: 10.1097/hep.0000000000000872] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2024] [Accepted: 02/19/2024] [Indexed: 04/12/2024]
Abstract
BACKGROUND AND AIMS The worldwide burden of cancer is increasing in younger populations. However, the epidemiology of primary liver cancer remains understudied in young adults compared to other cancer forms. APPROACH AND RESULTS This study analyzed data from the Global Burden of Disease study between 2010 and 2019 to assess the age-standardized incidence, mortality, and disability-adjusted life years associated with primary liver cancer in the young (15-49 y), stratified by region, nation, sociodemographic index, and sex. The study found a global estimate of 78,299 primary liver cancer cases, 60,602 deaths, and 2.90 million disability-adjusted life years in the young population. The Western Pacific region exhibited the highest burden in 2019, showing the most significant increase compared to other regions between 2010 and 2019. More than half of the countries worldwide have undergone an increase in primary liver cancer incidence rates in young adults. Around 12.51% of deaths due to primary liver cancer occur in young individuals. Throughout the study period, there was a significant decline in primary liver cancer mortality due to most etiologies, except for metabolic dysfunction-associated steatotic liver disease-attributable primary liver cancer (annual percentage change + 0.87%, 95% CI: 0.70%-1.05%) and alcohol-attributable primary liver cancer (annual percentage change + 0.21%, 95% CI: 0.01%-0.42%). The limitations of the Global Burden of Disease database include reliance on the quality of primary data and possible underestimation of alcohol consumption. CONCLUSIONS Over the past decade, there has been a marked increase in the burden of primary liver cancer, especially that originating from steatotic liver disease. This trend calls for the development of urgent and comprehensive strategies to mitigate this rising burden globally.
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Affiliation(s)
- Pojsakorn Danpanichkul
- Immunology Unit, Department of Microbiology, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
- Department of Internal Medicine, Texas Tech University Health Sciences Center, Lubbock, Texas, USA
| | - Majd B Aboona
- Department of Internal Medicine, University of Arizona College of Medicine, Phoenix, Arizona, USA
| | | | | | - Kwanjit Duangsonk
- Department of Microbiology, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
| | - Cheng Han Ng
- Department of Medicine, Division of Gastroenterology and Hepatology, National University Health System, Singapore
- Department of Medicine, Division of Gastroenterology, Kurume University School of Medicine, Kurume, Japan
| | - Mark D Muthiah
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Daniel Q Huang
- Department of Medicine, Division of Gastroenterology and Hepatology, National University Health System, Singapore
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- MASLD Research Center, Division of Gastroenterology, University of California, San Diego, La Jolla, California, USA
| | - Yuya Seko
- Department of Gastroenterology and Hepatology, Kyoto Prefectural University of Medicine, Kawaramachi-Hirokoji, Kamigyou-ku, Kyoto, Japan
| | - Luis Antonio Díaz
- Departamento de Gastroenterologia, Escuela de Medicina, Pontificia Universidad Catolica de Chile, Santiago, Chile
- Observatorio Multicéntrico de Enfermedades Gastrointestinales, OMEGA, Santiago, Chile
| | - Juan Pablo Arab
- Departamento de Gastroenterologia, Escuela de Medicina, Pontificia Universidad Catolica de Chile, Santiago, Chile
- Department of Medicine, Division of Gastroenterology, Schulich School of Medicine, Western University & London Health Sciences Centre, London, Ontario, Canada
- Department of Epidemiology and Biostatistics, Schulich School of Medicine, Western University, London, Ontario, Canada
| | - Ju Dong Yang
- Karsh Division of Gastroenterology and Hepatology, Comprehensive Transplant Center, and Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Vincent L Chen
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Donghee Kim
- Division of Gastroenterology and Hepatology, Stanford University School of Medicine, Stanford, California, USA
| | - Mazen Noureddin
- Houston Research Institute and Houston Methodist Hospital, Houston, Texas, USA
| | - Suthat Liangpunsakul
- Department of Medicine, Division of Gastroenterology and Hepatology, Indiana University School of Medicine, Indianapolis, Indiana, USA
- Department of Biochemistry and Molecular Biology, Indiana University School of Medicine, Indianapolis, Indiana, USA
- Roudebush Veterans Administration Medical Center, Indianapolis, Indiana, USA
| | - Karn Wijarnpreecha
- Department of Medicine, Division of Gastroenterology and Hepatology, University of Arizona College of Medicine, Phoenix, Arizona, USA
- Department of Internal Medicine, Banner University Medical Center, Phoenix, Arizona, USA
- BIO5 Institute, University of Arizona College of Medicine-Phoenix, Phoenix, Arizona, USA
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Gong M, Xia T, Chen Z, Zhu Y. Comparison analysis of the burden and attributable risk factors of early-onset and late-onset colorectal cancer in China from 1990 to 2019. Eur J Cancer Prev 2024:00008469-990000000-00161. [PMID: 39150077 DOI: 10.1097/cej.0000000000000907] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/17/2024]
Abstract
OBJECTIVES The project intended to analyze the impact of burden and related risk factors of late-onset colorectal cancer (LOCRC) and early-onset colorectal cancer (EOCRC) in China, thus offering essential references for optimizing prevention and control strategies. METHOD Global Burden of Disease Study was employed to describe burden changes of EOCRC and LOCRC in China during 1990-2019, containing the numbers of incidence, deaths, prevalence, and disability-adjusted life years (DALYs), and to compare attributable deaths and DALYs risk factors in varying age and sex segments. RESULTS The numbers and corresponding crude rates of incidence, deaths, prevalence, and DALYs of EOCRC and LOCRC in China during 1990-2019 demonstrated an upward trend across all age categories, with males being dramatically predominant. Overall, over time, the impact of a low-calcium diet and a low-fiber diet on mortality and DALY rates decreased, while the impact of other risk factors increased. In terms of gender, the risk factors affecting males changed greatly, with smoking, inadequate milk intake, and the low whole-grain diet being the main factors in 2019, while in 1990, the main factors were the low-calcium diet, smoking, and inadequate milk intake. CONCLUSION The burden of colorectal cancer in China is concerning. Patients grouped by diagnostic age exhibit different characteristics, indicating the need for high-quality research in the future to achieve personalized medicine tailored to different population characteristics.
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Affiliation(s)
| | - Tian Xia
- Department of Colorectal Surgery
| | | | - Yuanyuan Zhu
- Department of Oncology, Xiangyang No.1 People's Hospital, Hubei University of Medicine, Xiangyang, China
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Wang Z, Yao W, Wu W, Huang J, Ma Y, Yang C, Shi J, Fu J, Wang Y, Wong MCS, Xu W. Global incidence trends of early-onset colorectal cancer and related exposures in early-life: an ecological analysis based on the GBD 2019. Front Public Health 2024; 12:1367818. [PMID: 38966706 PMCID: PMC11222603 DOI: 10.3389/fpubh.2024.1367818] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2024] [Accepted: 06/11/2024] [Indexed: 07/06/2024] Open
Abstract
Background The incidence of early-onset colorectal cancer (EOCRC) is increasing globally. This study aims to describe the temporal trends of incidence and explore related risk exposures in early-life at the country level based on the GBD 2019. Methods Data on the incidence and attributable risk factors of EOCRC were obtained from the GBD 2019. Temporal trends of age-standardized incidence were evaluated by average annual percentage change (AAPC). Early-life exposures were indicated as summary exposure values (SEV) of selected factors, SDI and GDP per capita in previous decades and at ages 0-4, 5-9, 10-14 and 15-19 years. Weighted linear or non-linear regressions were applied to evaluate the ecological aggregate associations of the exposures with incidences of EOCRC. Results The global age-standardized incidence of EOCRC increased from 3.05 (3.03, 3.07) to 3.85 (3.83, 3.86) per 100,000 during 1990 and 2019. The incidence was higher in countries with high socioeconomic levels, and increased drastically in countries in East Asia and Caribbean, particularly Jamaica, Saudi Arabia and Vietnam. The GDP per capita, SDI, and SEVs of iron deficiency, alcohol use, high body-mass index, and child growth failure in earlier years were more closely related with the incidences of EOCRC in 2019. Exposures at ages 0-4, 5-9, 10-14 and 15-19 years were also associated with the incidences, particularly for the exposures at ages 15-19 years. Conclusion The global incidence of EOCRC increased during past three decades. The large variations at regional and national level may be related with the distribution of risk exposures in early life.
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Affiliation(s)
- Ziyang Wang
- Global Health Institute, Fudan University School of Public Health, Shanghai, China
| | - Weiyuan Yao
- Global Health Institute, Fudan University School of Public Health, Shanghai, China
| | - Weimiao Wu
- Global Health Institute, Fudan University School of Public Health, Shanghai, China
| | - Junjie Huang
- Jockey Club School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, Sha Tin, Hong Kong SAR, China
| | - Yanlei Ma
- Department of Colorectal Surgery, Fudan University Shanghai Cancer Center, Shanghai, China
| | - Chen Yang
- Centre for Disease Control & Prevention in Pudong New Area of Shanghai, Shanghai, China
| | - Jufang Shi
- Office of Cancer Screening, National Cancer Centre/National Clinical Research Centre for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Jiongxing Fu
- Global Health Institute, Fudan University School of Public Health, Shanghai, China
| | - Yingying Wang
- Centre for Disease Control & Prevention in Pudong New Area of Shanghai, Shanghai, China
| | - Martin C. S. Wong
- Jockey Club School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, Sha Tin, Hong Kong SAR, China
| | - Wanghong Xu
- Global Health Institute, Fudan University School of Public Health, Shanghai, China
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Su J, Liang Y, He X. The global burden and trends analysis of early-onset colorectal cancer attributable to dietary risk factors in 204 countries and territories, 1990-2019: a secondary analysis for the global burden of disease study 2019. Front Nutr 2024; 11:1384352. [PMID: 38883856 PMCID: PMC11176521 DOI: 10.3389/fnut.2024.1384352] [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: 02/09/2024] [Accepted: 05/14/2024] [Indexed: 06/18/2024] Open
Abstract
Background Rising trends in early-onset colorectal cancer (CRC) burden have been observed, but the distribution and temporal patterns of early-onset CRC attributable to dietary risks remain unclear. Objectives This study aimed to estimate the burden of early-onset CRC attributable to dietary risk factors globally, regionally, and nationally, by age and sex, from 1990 to 2019. Methods The absolute number and age-specific rates (ASR) of diet-related early-onset CRC burden, as well as summary exposure value (SEV) of attributable dietary risk factors, were extracted from the Global Burden of Disease (GBD) Study 2019. The temporal changes in the burden between 1990 and 2019 were analyzed by calculating the percentage change in the absolute number of burden and the estimated annual percentage change (EAPC) in ASR of burden. The annualized rates of change (ARC) were calculated to evaluate the variation trend of SEV. Results In 2019, diet-related early-onset CRC caused 30,096 (95% UI: 23,148 to 36,091) death cases and 1,465,755 (95% UI: 1,126,489 to 1,761,661) DALYs worldwide, accounting for 34.8% deaths and 34.4% DALYs of overall early-onset CRC, respectively. Moreover, a diet low in milk (responsible for 16.5% [95% UI: 11.1 to 21.9%] of DALYs in 2019), low in whole grains (15.2% [95% UI: 5.9 to 19.9%]), low in calcium (14.3% [95% UI: 10.7 to 18.9%]), high in red meat (5.3% [95% UI: 1.7 to 9.5%]), high in processed meat (2.5% [95% UI: 0.9 to 4.0%]), and low in fiber (2.3% [95% UI: 0.9 to 4.2%]) were early-onset CRC attributable dietary risk factors. The age-specific DALYs rate of early-onset CRC attributable to each dietary risk factor generally showed an increasing trend globally between 1990 and 2019, except for low intake of fiber (EAPC = -0.57, 95% CI: -0.76 to -0.38). In addition, from 1990 to 2019, males have a higher burden than females and this gap may continue to widen due to the increasing difference between the sexes in most dietary risk factors. Furthermore, dietary risks-attributable early-onset CRC burden has shifted from regions with high socio-demographic index (SDI) to high-middle and middle SDI quintiles with uncontrolled dietary risks. Conclusion Early-onset CRC remains a concerning issue globally, and effective prevention and modification of dietary risk factors holds great promise to reduce early-onset CRC-related burden. Prioritizing diet improvement for males is critical and urgent for CRC control efforts, particularly for those living in developing countries with ongoing dietary pattern transition.
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Affiliation(s)
- Jiao Su
- Department of Biochemistry, Changzhi Medical College, Changzhi, China
| | - Yuanhao Liang
- Clinical Experimental Center, Jiangmen Key Laboratory of Clinical Biobanks and Translational Research, Jiangmen Central Hospital, Jiangmen, China
| | - Xiaofeng He
- Institute of Evidence-Based Medicine, Heping Hospital Affiliated to Changzhi Medical College, Changzhi, China
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Demb J, Kolb JM, Dounel J, Fritz CDL, Advani SM, Cao Y, Coppernoll-Blach P, Dwyer AJ, Perea J, Heskett KM, Holowatyj AN, Lieu CH, Singh S, Spaander MCW, Vuik FER, Gupta S. Red Flag Signs and Symptoms for Patients With Early-Onset Colorectal Cancer: A Systematic Review and Meta-Analysis. JAMA Netw Open 2024; 7:e2413157. [PMID: 38787555 PMCID: PMC11127127 DOI: 10.1001/jamanetworkopen.2024.13157] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/09/2024] [Accepted: 03/19/2024] [Indexed: 05/25/2024] Open
Abstract
Importance Early-onset colorectal cancer (EOCRC), defined as a diagnosis at younger than age 50 years, is increasing, and so-called red flag signs and symptoms among these individuals are often missed, leading to diagnostic delays. Improved recognition of presenting signs and symptoms associated with EOCRC could facilitate more timely diagnosis and impact clinical outcomes. Objective To report the frequency of presenting red flag signs and symptoms among individuals with EOCRC, to examine their association with EOCRC risk, and to measure variation in time to diagnosis from sign or symptom presentation. Data Sources PubMed/MEDLINE, Embase, CINAHL, and Web of Science were searched from database inception through May 2023. Study Selection Studies that reported on sign and symptom presentation or time from sign and symptom presentation to diagnosis for patients younger than age 50 years diagnosed with nonhereditary CRC were included. Data Extraction and Synthesis Data extraction and quality assessment were performed independently in duplicate for all included studies using Preferred Reporting Items for Systematic Reviews and Meta-analyses reporting guidelines. Joanna Briggs Institute Critical Appraisal tools were used to measure risk of bias. Data on frequency of signs and symptoms were pooled using a random-effects model. Main Outcomes and Measures Outcomes of interest were pooled proportions of signs and symptoms in patients with EOCRC, estimates for association of signs and symptoms with EOCRC risk, and time from sign or symptom presentation to EOCRC diagnosis. Results Of the 12 859 unique articles initially retrieved, 81 studies with 24 908 126 patients younger than 50 years were included. The most common presenting signs and symptoms, reported by 78 included studies, were hematochezia (pooled prevalence, 45% [95% CI, 40%-50%]), abdominal pain (pooled prevalence, 40% [95% CI, 35%-45%]), and altered bowel habits (pooled prevalence, 27% [95% CI, 22%-33%]). Hematochezia (estimate range, 5.2-54.0), abdominal pain (estimate range, 1.3-6.0), and anemia (estimate range, 2.1-10.8) were associated with higher EOCRC likelihood. Time from signs and symptoms presentation to EOCRC diagnosis was a mean (range) of 6.4 (1.8-13.7) months (23 studies) and a median (range) of 4 (2.0-8.7) months (16 studies). Conclusions and Relevance In this systematic review and meta-analysis of patients with EOCRC, nearly half of individuals presented with hematochezia and abdominal pain and one-quarter with altered bowel habits. Hematochezia was associated with at least 5-fold increased EOCRC risk. Delays in diagnosis of 4 to 6 months were common. These findings highlight the need to identify concerning EOCRC signs and symptoms and complete timely diagnostic workup, particularly for individuals without an alternative diagnosis or sign or symptom resolution.
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Affiliation(s)
- Joshua Demb
- Division of Gastroenterology, Department of Medicine, University of California, San Diego, La Jolla
- Jennifer Moreno Veteran Affairs San Diego Healthcare System, San Diego, California
| | - Jennifer M. Kolb
- Vatche and Tamar Manoukian Division of Digestive Diseases, David Geffen School of Medicine at UCLA, VA Greater Los Angeles Healthcare System, Los Angeles, California
| | - Jonathan Dounel
- Department of Medicine, University of California San Diego, La Jolla
| | | | - Shailesh M. Advani
- Department of Internal Medicine, Roswell Park Comprehensive Cancer Center, Buffalo, New York
| | - Yin Cao
- Division of Public Health Sciences, Department of Surgery, Washington University School of Medicine, St Louis, Missouri
- Division of Gastroenterology, Department of Medicine, Washington University School of Medicine, St Louis, Missouri
- Alvin J. Siteman Cancer Center, Washington University School of Medicine, St Louis, Missouri
| | | | - Andrea J. Dwyer
- University of Colorado Cancer Center, Colorado School of Public Health, Aurora
| | - Jose Perea
- Molecular Medicine Unit, Department of Medicine, Biomedical Research Institute of Salamanca, University of Salamanca, Salamanca, Spain
- Surgery Department, Vithas Arturo Soria University Hospital, Madrid, Spain
| | - Karen M. Heskett
- UC San Diego Library, University of California San Diego, La Jolla
| | - Andreana N. Holowatyj
- Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Vanderbilt University School of Medicine, Nashville, Tennessee
| | - Christopher H. Lieu
- Division of Medical Oncology, University of Colorado Denver Anschutz Medical Campus, Aurora
| | - Siddharth Singh
- Division of Gastroenterology, Department of Medicine, University of California, San Diego, La Jolla
- Division of Biomedical Informatics, Department of Medicine, University of California San Diego, La Jolla
- Jennifer Moreno Veteran Affairs San Diego Healthcare System, San Diego, California
| | - Manon C. W. Spaander
- Department of Gastroenterology and Hepatology, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Fanny E. R. Vuik
- Department of Gastroenterology and Hepatology, Erasmus University Medical Center, Rotterdam, the Netherlands
| | - Samir Gupta
- Division of Gastroenterology, Department of Medicine, University of California, San Diego, La Jolla
- Jennifer Moreno Veteran Affairs San Diego Healthcare System, San Diego, California
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Ramadan M, Ghamdi H, Aboalola D, Alorainan N, Alsalmi R, Afash A, Hariri A, Alboloshi A, Samkari A, Alsiary R. Disease burden and projection of total and early-onset colorectal cancer in Gulf cooperation council countries from 1990 to 2019. Neoplasia 2024; 51:100988. [PMID: 38513469 PMCID: PMC10965807 DOI: 10.1016/j.neo.2024.100988] [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: 12/10/2023] [Accepted: 03/11/2024] [Indexed: 03/23/2024]
Abstract
BACKGROUND Early-onset colorectal cancer (EO-CRC) incidence and prevalence trends in the rise in high income countries, such as the Gulf Cooperation Council (GCC) countries. The study aimed to offer an up-to-date assessment of the overall burden of CRC, and EO-CRC in GCC countries and project its incidence and mortality in 2030. METHOD The prevalence, incidence, mortality, years of life lived with disability (YLDs), and disability-adjusted life years (DALYs) of CRC were obtained from the Global Burden of Disease (GBD) Study 2019. The incidence and mortality of CRC, and EO-CRC up to 2030 were predicted. RESULTS All GCC countries showed a higher annual average percentage changes (AAPC) AAPC incidence rate for EO-CRC compared to CRC. In Saudi Arabia the number of CRC cases has increased from 1990 1484.57; (95 % UI 1987.98,1083.86) 11.4-fold-increase to 16991.83; (95 % UI 21754.79,12892.12) in 2019. In 2030, the total incidence cases of CRC for the six Gulf countries are expected to reach 13,339 thousand, primarily driven by Saudi Arabia with 7,910.19 cases. In 2030, the CRC mortality rate is projected to be 7,647 cases, with nearly 57 % of CRC mortality cases anticipated in Saudi Arabia. CONCLUSION This study sheds light on the alarming rise in CRC and EO-CRC across Gulf countries from 1990 to 2019, emphasizing Saudi Arabia's significant burden. It projects a concerning increase in CRC incidence and mortality by 2030, primarily in Saudi Arabia, and highlights the need for immediate public health interventions.
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Affiliation(s)
- Majed Ramadan
- Population Health Research Section, King Abdullah International Medical Research Center (KAIMRC), King Saud Bin Abdulaziz University for Health Sciences, Ministry of National Guard - Health Affairs, P.O.BOX 9515, Jeddah 21423, Kingdom of Saudi Arabia
| | - Hanin Ghamdi
- King Abdullah International Medical Research Center (KAIMRC), King Saud Bin Abdulaziz University for Health Sciences, Ministry of National Guard - Health Affairs, P.O.BOX 9515, Jeddah 21423, Kingdom of Saudi Arabia
| | - Doaa Aboalola
- Department of Cellular Therapy and Cancer Research, King Abdullah International Medical Research Center (KAIMRC), King Saud Bin Abdulaziz University for Health Sciences, Ministry of National Guard - Health Affairs, P.O.BOX 9515, Jeddah 21423, Kingdom of Saudi Arabia
| | - Noha Alorainan
- Department of Clinical Biochemistry, Faculty of Medicine, King Abdulaziz University (KAU), P.O Box: 80200, Jeddah, Kingdom of Saudi Arabia
| | - Ragad Alsalmi
- Department of Medicine, Royal College of Surgeons in Ireland, P.O.BOX 123 St Stephen's Green, Dublin 2, D02 YN77, Republic of Ireland
| | - Ahmed Afash
- Ibn Sina National College For medical Studies (ISNC), P.O.BOX 53347, Jeddah 21583, Kingdom of Saudi Arabia
| | - Albaraa Hariri
- Ibn Sina National college for medical Studies (ISNC), P.O.BOX 23814, JEDDAH 9397, Kingdom of Saudi Arabia
| | - Atheer Alboloshi
- Medicine Faculty, King Abdulaziz University (KAU), Jeddah, Kingdom of Saudi Arabia, P.O.B.O.X 80200
| | - Alaa Samkari
- Department of Medicine, Faculty of Medicine, King Saud Bin Abdulaziz University for Health Sciences, Jeddah, SAU; Department of Pathology and Laboratory Medicine, Faculty of Medicine, Ministry of National
| | - Rawiah Alsiary
- Department of Cellular Therapy and Cancer Research, King Abdullah International Medical Research Center (KAIMRC), King Saud Bin Abdulaziz University for Health Sciences, Ministry of National Guard - Health Affairs, P.O.BOX 9515, Jeddah 21423, Kingdom of Saudi Arabia.
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Puspitaningtyas H, Hutajulu SH, Fachiroh J, Anggorowati N, Sanjaya GY, Lazuardi L, Sripan P. Diverging likelihood of colon and rectal cancer in Yogyakarta, Indonesia: A cross sectional study. PLoS One 2024; 19:e0301191. [PMID: 38547083 PMCID: PMC10977797 DOI: 10.1371/journal.pone.0301191] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2023] [Accepted: 03/11/2024] [Indexed: 04/02/2024] Open
Abstract
OBJECTIVES Colon and rectal cancer are associated with different risk factors and prognostic. However, this discrepancy has not been widely explored in the local population. This study aimed to investigate the site-specific likelihood of colorectal cancer (CRC) incidence in the Yogyakarta province, Indonesia. METHODS This cross-sectional study analyses 1,295 CRC cases diagnosed in 2008-2019 registered in the Yogyakarta population-based cancer registry (PBCR) database. Cases were grouped into colon and rectal cancer. Log-binomial regression was used to determine the relative risk of either colon or rectal cancer across different gender, age group, and rurality of residence. The age-specific rates were calculated by age group and temporal trend for each group were analyzed using joinpoint regression. RESULTS Females displayed higher odds of colon cancer (relative risk/RR = 1.20, 95%CI = 1.02-1.41) and lower odds of rectal cancer (RR = 0.92, 95%CI = 0.85-0.99). Elevated odds of colon cancer were observed in younger age group, especially 30-39 (RR = 1.87, 95%CI = 1.10-3.19), while decreased odds of rectal cancer was apparent in age group 30-39 and 40-49 (RR = 0.75, 95%CI = 0.60-0.93 and RR = 0.82, 95%CI = 0.69-0.98, respectively). Living in urban or rural areas did not significantly influence the odds of either having colon (RR = 0.98, 95%CI = 0.82-1.17) or rectal cancer (RR = 1.01, 95%CI = 0.93-1.10). During 2008-2019, trends of colon cancer in age <50 increased by 8.15% annually while rectal cancer displayed a 9.71% increase annually prior to 2017, followed by a 17.23% decrease until 2019. CONCLUSIONS Yogyakarta population shows higher odds of young-onset colon cancer, especially between age 30-39 years old. Overall observation of trend shows increasing incidence in young-onset colon cancer, and non-significant decrease in rectal cancer.
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Affiliation(s)
- Herindita Puspitaningtyas
- Faculty of Medicine, Public Health and Nursing, Doctorate Program of Health and Medical Science, Universitas Gadjah Mada, Yogyakarta, Indonesia
| | - Susanna Hilda Hutajulu
- Faculty of Medicine, Public Health and Nursing, Department of Internal Medicine, Division of Hematology and Medical Oncology, Universitas Gadjah Mada/Dr. Sardjito General Hospital, Yogyakarta, Indonesia
| | - Jajah Fachiroh
- Faculty of Medicine, Public Health and Nursing, Department of Histology and Cell Biology, Universitas Gadjah Mada, Yogyakarta, Indonesia
| | - Nungki Anggorowati
- Faculty of Medicine, Public Health and Nursing, of Anatomical Pathology, Universitas Gadjah Mada, Yogyakarta, Indonesia
| | - Guardian Yoki Sanjaya
- Faculty of Medicine, Public Health and Nursing, of Health Policy and Management, Universitas Gadjah Mada, Yogyakarta, Indonesia
| | - Lutfan Lazuardi
- Faculty of Medicine, Public Health and Nursing, of Health Policy and Management, Universitas Gadjah Mada, Yogyakarta, Indonesia
| | - Patumrat Sripan
- Research Institute for Health Sciences, Chiang Mai University, Chiang Mai, Thailand
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10
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Triantafillidis JK, Georgiou K, Konstadoulakis MM, Papalois AE. Early-onset gastrointestinal cancer: An epidemiological reality with great significance and implications. World J Gastrointest Oncol 2024; 16:583-597. [PMID: 38577465 PMCID: PMC10989383 DOI: 10.4251/wjgo.v16.i3.583] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/24/2023] [Revised: 12/17/2023] [Accepted: 01/11/2024] [Indexed: 03/12/2024] Open
Abstract
During the last few years, epidemiological data from many countries suggest that the incidence and prevalence of many cancers of the digestive system are shifting from the older to the younger ages, the so-called "early-onset cancer". This is particularly evident in colorectal cancer and secondarily in other malignant digestive neoplasms, mainly stomach and in a lesser degree pancreas, and biliary tract. It should be emphasized that data concerning digestive neoplasms, except for those referring to the colon and stomach, could be characterized as rather insufficient. The exact magnitude of the shift in younger ages is expected to become clearer shortly, as long as relevant epidemiological data from many parts of the world would be available. The most important question concerns the etiology of this phenomenon, since its magnitude cannot be explained solely by the better diagnostic methodology and the preventive programs applied in many countries. The existing data support the assumption that a number of environmental factors may play a primary role in influencing carcinogenesis, sometimes from childhood. Changes that have appeared in the last decades related mainly to eating habits, consistency of gut microbiome and an increase of obese people interacting with genetic factors, ultimately favor the process of carcinogenesis. Even these factors however, are not entirely sufficient to explain the age-related changes in the frequency of digestive neoplasms. Studies of the individual effect of each of the already known factors or factors likely to be involved in the etiology of this phenomenon and studies using state-of-the-art technologies to accurately determine the degree of the population exposure to these factors are required. In this article, we attempt to describe the epidemiological data supporting the age-shifting of digestive malignancies and their possible pathogenesis. Finally, we propose some measures regarding the attitude of the scientific community to this alarming phenomenon.
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Affiliation(s)
- John K Triantafillidis
- Department of IBD and GI Endoscopy, Metropolitan General Hospital, Holargos 15562, Athens, Greece. Hellenic Society for Gastrointestinal Oncology, 354 Iera Odos, Chaidari 12461, Attica, Greece
| | - Konstantinos Georgiou
- 2nd Department of Surgery, University of Athens School of Medicine, Aretaieion Hospital, Athens 11528, Greece
| | - Manousos M Konstadoulakis
- 2nd Department of Surgery, University of Athens School of Medicine, Aretaieion Hospital, Athens 11528, Greece
| | - Apostolos E Papalois
- 2nd Department of Surgery, University of Athens School of Medicine, Aretaieion Hospital, Athens 11528, Greece
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11
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Alsakarneh S, Jaber F, Beran A, Aldiabat M, Abboud Y, Hassan N, Abdallah M, Abdelfattah T, Numan L, Clarkston W, Bilal M, Shaukat A. The National Burden of Colorectal Cancer in the United States from 1990 to 2019. Cancers (Basel) 2024; 16:205. [PMID: 38201632 PMCID: PMC10778178 DOI: 10.3390/cancers16010205] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2023] [Revised: 12/23/2023] [Accepted: 12/28/2023] [Indexed: 01/12/2024] Open
Abstract
CRC accounts for approximately a tenth of all cancer cases and deaths in the US. Due to large differences in demographics among the different states, we aim to determine trends in the CRC epidemiology and across different states, age groups, and genders. CRC rates, age-adjusted to the standard US population, were obtained from the GBD 2019 database. Time trends were estimated as annual percentage change (APC). A pairwise comparison was conducted between age- and gender-specific trends using the tests of parallelism and coincidence. Age-specific trends were also assessed in two age subgroups: younger adults aged 15-49 years and older adults aged 50-74 years. We also analyzed the prevalence, incidence, mortality, and DALYs in the US between 1990 and 2019. A total of 5.53 million patients were diagnosed with CRC in the US between 1990 and 2019. Overall, CRC incidence rates have significantly increased in younger adults (11.1 per 100,000 persons) and decreased in older adults (136.8 per 100,000 persons) (AAPC = 1.2 vs. -0.6; AAPC difference = 1.8, p < 0.001). Age-specific trends were neither identical (p < 0.001) nor parallel (p < 0.001), suggesting that CRC incidence rates are different and increasing at a greater rate in younger adults compared to older adults. However, for both men and women (49.4 and 35.2 per 100,000 persons), incidence rates have decreased over the past three decades at the same rate (AAPC = -0.5 vs. -0.5; AAPC difference = 0, p = 0.1). Geographically, the southern states had the highest mortality rates with Mississippi having the highest rate of 20.1 cases per 100,000 population in 2019. Massachusetts, New York, and the District of Colombia had the greatest decreases in mortality over the study period (-42.1%, -41.4%, and -40.9%). Decreased mortality was found in all states except Mississippi, where the mortality of CRC increased over the study period (+1.5%). This research provides crucial insights for policymakers to tailor resource allocation, emphasizing the dynamic nature of CRC burden across states and age groups, ultimately informing targeted strategies for prevention and intervention.
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Affiliation(s)
- Saqr Alsakarneh
- Department of Internal Medicine, University of Missouri, Kansas City, MO 64110, USA; (F.J.); (N.H.)
| | - Fouad Jaber
- Department of Internal Medicine, University of Missouri, Kansas City, MO 64110, USA; (F.J.); (N.H.)
| | - Azizullah Beran
- Division of Gastroenterology and Hepatology, Indiana University School of Medicine, Indianapolis, IN 46202, USA;
| | - Mohammad Aldiabat
- Harvard T.H. Chan School of Public Health, Harvard University, Boston, MA 02115, USA;
| | - Yazan Abboud
- Department of Internal Medicine, Rutgers New Jersey Medical School, Newark, NJ 07013, USA;
| | - Noor Hassan
- Department of Internal Medicine, University of Missouri, Kansas City, MO 64110, USA; (F.J.); (N.H.)
| | - Mohamed Abdallah
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Minnesota, Minneapolis, MN 55455, USA;
| | - Thaer Abdelfattah
- Division of Gastroenterology and Hepatology, Allegheny Health Network, Pittsburgh, PA 15212, USA;
| | - Laith Numan
- Division of Gastroenterology and Hepatology, Saint Louis University, St. Louis, MO 63103, USA;
| | - Wendell Clarkston
- Division of Gastroenterology and Hepatology, University of Missouri, Kansas City, MO 64110, USA;
| | - Mohammad Bilal
- Division of Gastroenterology and Hepatology, Minneapolis Veterans Affairs Health Care System, Minneapolis, MN 55417, USA;
| | - Aasma Shaukat
- Division of Gastroenterology, Department of Medicine and Population Health, Grossman School of Medicine, New York University, New York, NY 10003, USA;
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12
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Constantinou V, Constantinou C. Focusing on colorectal cancer in young adults (Review). Mol Clin Oncol 2024; 20:8. [PMID: 38125745 PMCID: PMC10729308 DOI: 10.3892/mco.2023.2706] [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: 07/25/2023] [Accepted: 11/07/2023] [Indexed: 12/23/2023] Open
Abstract
Colorectal cancer (CRC) ranks as the third leading cause of cancer-related mortality worldwide. Recent years have witnessed an increase in the incidence of CRC among adults <50 years old on a global scale. The increased incidence is associated with several modifiable risk factors, including obesity, type II diabetes, physical inactivity and frequent antibiotic use. In younger individuals, haematochezia and abdominal pain are the most common symptoms, predominantly affecting the left-side colon. While certain cases of early-onset CRC (eoCRC) are associated with a genetic predisposition, the majority result from sporadic mutations in the genes APC, KRAS, BRAF and TP53, which trigger uncontrolled cell proliferation and tumour formation. Colorectal carcinogenesis involves three major pathways: The chromosomal instability (CIN), microsatellite instability and CpG island methylator phenotype pathways. Dysregulation of the CIN pathway accounts for 85% of sporadic cases of eoCRC. Notably, eoCRC exhibits a distinctive molecular profile, characterized by a decreased prevalence of BRAF mutations, an increased prevalence of KRAS mutations and LINE-1 hypomethylation, and involvement of the Microsatellite and Chromosomal Stable pathway. Prevention strategies for eoCRC primarily centre on lifestyle modifications and the development of screening programs targeting younger populations. Further exploration into the molecular mechanisms involved in the identification of novel risk factors associated with eoCRC is imperative. These efforts, in conjunction with the development of specific screening strategies, hold the potential to reduce morbidity and mortality in the future.
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Affiliation(s)
- Virginia Constantinou
- Department of Basic and Clinical Sciences, University of Nicosia Medical School, CY-1700 Nicosia, Cyprus
| | - Constantina Constantinou
- Department of Basic and Clinical Sciences, University of Nicosia Medical School, CY-1700 Nicosia, Cyprus
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13
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Liang Y, Zhang N, Wang M, Liu Y, Ma L, Wang Q, Yang Q, Liu X, Zhou F, Wei Y. Distributions and Trends of the Global Burden of Colorectal Cancer Attributable to Dietary Risk Factors over the Past 30 Years. Nutrients 2023; 16:132. [PMID: 38201962 PMCID: PMC10780867 DOI: 10.3390/nu16010132] [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: 09/26/2023] [Revised: 12/06/2023] [Accepted: 12/09/2023] [Indexed: 01/12/2024] Open
Abstract
Dietary risk has always been a major risk factor for colorectal cancer (CRC). However, the contribution of dietary risk factors to CRC at the level of region, gender, and age has not been fully characterized. Based on the Global Burden of Disease (GBD) 2019 study, the death rates, age-standardized mortality rates (ASDRs), and estimated annual percentage changes (EAPCs) were calculated to assess the trends of CRC attributable to dietary risk factors over the past 30 years. Globally, the death cases of CRC increased to 1,085,797 in 2019, and the number of deaths attributed to dietary risk factors increased to 365,752 in 2019, representing approximately one-third of all CRC-related fatalities. Overall, the ASDR attributable to dietary risks was 4.61 per 100,000 in 2019, with a slight downward trend (EAPC = -0.29). Notably, there is a rising trend in early-onset colorectal cancer mortality associated with dietary factors. To alleviate CRC burdens, it is recommended to elevate the intake of whole grains, milk, calcium, and fiber while reducing consumption of red and processed meats. The results will improve the understanding, and provide guidance on the diet of CRC in different regions, gender, and age groups worldwide.
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Affiliation(s)
- Yuxing Liang
- Department of Radiation and Medical Oncology, Zhongnan Hospital of Wuhan University, Wuhan 430071, China; (Y.L.); (M.W.); (Y.L.); (Q.Y.)
- Department of Hematology, Zhongnan Hospital of Wuhan University, Wuhan 430071, China; (N.Z.); (L.M.); (Q.W.); (X.L.)
| | - Nan Zhang
- Department of Hematology, Zhongnan Hospital of Wuhan University, Wuhan 430071, China; (N.Z.); (L.M.); (Q.W.); (X.L.)
| | - Miao Wang
- Department of Radiation and Medical Oncology, Zhongnan Hospital of Wuhan University, Wuhan 430071, China; (Y.L.); (M.W.); (Y.L.); (Q.Y.)
| | - Yixin Liu
- Department of Radiation and Medical Oncology, Zhongnan Hospital of Wuhan University, Wuhan 430071, China; (Y.L.); (M.W.); (Y.L.); (Q.Y.)
| | - Linlu Ma
- Department of Hematology, Zhongnan Hospital of Wuhan University, Wuhan 430071, China; (N.Z.); (L.M.); (Q.W.); (X.L.)
| | - Qian Wang
- Department of Hematology, Zhongnan Hospital of Wuhan University, Wuhan 430071, China; (N.Z.); (L.M.); (Q.W.); (X.L.)
| | - Qian Yang
- Department of Radiation and Medical Oncology, Zhongnan Hospital of Wuhan University, Wuhan 430071, China; (Y.L.); (M.W.); (Y.L.); (Q.Y.)
| | - Xiaoyan Liu
- Department of Hematology, Zhongnan Hospital of Wuhan University, Wuhan 430071, China; (N.Z.); (L.M.); (Q.W.); (X.L.)
| | - Fuling Zhou
- Department of Hematology, Zhongnan Hospital of Wuhan University, Wuhan 430071, China; (N.Z.); (L.M.); (Q.W.); (X.L.)
| | - Yongchang Wei
- Department of Radiation and Medical Oncology, Zhongnan Hospital of Wuhan University, Wuhan 430071, China; (Y.L.); (M.W.); (Y.L.); (Q.Y.)
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14
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Beltran-Ontiveros SA, Contreras-Gutierrez JA, Lizarraga-Verdugo E, Gutierrez-Grijalva EP, Lopez-Lopez K, Lora-Fierro EH, Trujillo-Rojas MA, Moreno-Ortiz JM, Cardoso-Angulo DL, Leal-Leon E, Zatarain-Lopez JR, Cuen-Diaz HM, Montoya-Moreno M, Arce-Bojorquez B, Rochin-Teran JL, Cuen-Lazcano DE, Contreras-Rodriguez VA, Lascurain R, Carmona-Aparicio L, Coballase-Urrutia E, Gallardo-Vera F, Diaz D. National Burden and Trends for 29 Groups of Cancer in Mexico from 1990 to 2019: A Secondary Analysis of the Global Burden of Disease Study 2019. Cancers (Basel) 2023; 16:149. [PMID: 38201576 PMCID: PMC10778521 DOI: 10.3390/cancers16010149] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Revised: 12/17/2023] [Accepted: 12/26/2023] [Indexed: 01/12/2024] Open
Abstract
The global burden of cancer is on the rise, with varying national patterns. To gain a better understanding and control of cancer, it is essential to provide national estimates. Therefore, we present a comparative description of cancer incidence and mortality rates in Mexico from 1990 to 2019, by age and sex for 29 different cancer groups. Based on public data from the Global Burden of Disease Study 2019, we evaluated the national burden of cancer by analyzing counts and crude and age-standardized rates per 100,000 people with 95% uncertainty intervals for 2019 and trends using the annual percentage change from 1990 to 2019. In 2019, cancer resulted in 222,060 incident cases and 105,591 deaths. In 2019, the highest incidence of cancer was observed in non-melanoma skin cancer, prostate cancer, and breast cancer. Additionally, 53% of deaths were attributed to six cancer groups (lung, colorectal, stomach, prostate, breast, and pancreatic). From 1990 to 2019, there was an increasing trend in incidence and mortality rates, which varied by 10-436% among cancer groups. Furthermore, there were cancer-specific sex differences in crude and age-standardized rates. The results show an increase in the national cancer burden with sex-specific patterns of change. These findings can guide national efforts to reduce health loss due to cancer.
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Affiliation(s)
- Saul A. Beltran-Ontiveros
- Centro de Investigación y Docencia en Salud, Universidad Autónoma de Sinaloa, Culiacán Rosales 80030, Sinaloa, Mexico; (S.A.B.-O.); (E.L.-V.); (D.L.C.-A.); (M.M.-M.); (B.A.-B.)
| | - Jose A. Contreras-Gutierrez
- Centro de Investigación y Docencia en Salud, Universidad Autónoma de Sinaloa, Culiacán Rosales 80030, Sinaloa, Mexico; (S.A.B.-O.); (E.L.-V.); (D.L.C.-A.); (M.M.-M.); (B.A.-B.)
| | - Erik Lizarraga-Verdugo
- Centro de Investigación y Docencia en Salud, Universidad Autónoma de Sinaloa, Culiacán Rosales 80030, Sinaloa, Mexico; (S.A.B.-O.); (E.L.-V.); (D.L.C.-A.); (M.M.-M.); (B.A.-B.)
| | - Erick P. Gutierrez-Grijalva
- Cátedras CONACYT, Centro de Investigación en Alimentación y Desarrollo, A.C., Culiacán Rosales 80110, Sinaloa, Mexico;
| | - Kenia Lopez-Lopez
- Laboratorio de Biomedicina Molecular, Facultad de Ciencias Químico Biológicas, Universidad Autónoma de Sinaloa, Culiacán Rosales 80019, Sinaloa, Mexico;
| | - Emilio H. Lora-Fierro
- Centro de Investigación y Docencia en Salud, Universidad Autónoma de Sinaloa, Culiacán Rosales 80030, Sinaloa, Mexico; (S.A.B.-O.); (E.L.-V.); (D.L.C.-A.); (M.M.-M.); (B.A.-B.)
| | - Miguel A. Trujillo-Rojas
- Instituto de Genética Humana “Dr. Enrique Corona Rivera”, Centro Universitario de Ciencias de la Salud, Universidad de Guadalajara, Guadalajara 44340, Jalisco, Mexico; (M.A.T.-R.); (J.M.M.-O.)
| | - Jose M. Moreno-Ortiz
- Instituto de Genética Humana “Dr. Enrique Corona Rivera”, Centro Universitario de Ciencias de la Salud, Universidad de Guadalajara, Guadalajara 44340, Jalisco, Mexico; (M.A.T.-R.); (J.M.M.-O.)
| | - Diana L. Cardoso-Angulo
- Centro de Investigación y Docencia en Salud, Universidad Autónoma de Sinaloa, Culiacán Rosales 80030, Sinaloa, Mexico; (S.A.B.-O.); (E.L.-V.); (D.L.C.-A.); (M.M.-M.); (B.A.-B.)
| | - Emir Leal-Leon
- Laboratorio de Genética y Biología Molecular, Facultad de Ciencias Químico Biológicas, Universidad Autónoma de Sinaloa, Culiacán Rosales 80019, Sinaloa, Mexico;
| | - Jose R. Zatarain-Lopez
- Centro de Investigación y Docencia en Salud, Universidad Autónoma de Sinaloa, Culiacán Rosales 80030, Sinaloa, Mexico; (S.A.B.-O.); (E.L.-V.); (D.L.C.-A.); (M.M.-M.); (B.A.-B.)
| | - Hector M. Cuen-Diaz
- Centro de Investigación y Docencia en Salud, Universidad Autónoma de Sinaloa, Culiacán Rosales 80030, Sinaloa, Mexico; (S.A.B.-O.); (E.L.-V.); (D.L.C.-A.); (M.M.-M.); (B.A.-B.)
| | - Marisol Montoya-Moreno
- Centro de Investigación y Docencia en Salud, Universidad Autónoma de Sinaloa, Culiacán Rosales 80030, Sinaloa, Mexico; (S.A.B.-O.); (E.L.-V.); (D.L.C.-A.); (M.M.-M.); (B.A.-B.)
| | - Brisceyda Arce-Bojorquez
- Centro de Investigación y Docencia en Salud, Universidad Autónoma de Sinaloa, Culiacán Rosales 80030, Sinaloa, Mexico; (S.A.B.-O.); (E.L.-V.); (D.L.C.-A.); (M.M.-M.); (B.A.-B.)
| | - Juan L. Rochin-Teran
- Centro de Investigación y Docencia en Salud, Universidad Autónoma de Sinaloa, Culiacán Rosales 80030, Sinaloa, Mexico; (S.A.B.-O.); (E.L.-V.); (D.L.C.-A.); (M.M.-M.); (B.A.-B.)
| | - Daniel E. Cuen-Lazcano
- Centro de Investigación y Docencia en Salud, Universidad Autónoma de Sinaloa, Culiacán Rosales 80030, Sinaloa, Mexico; (S.A.B.-O.); (E.L.-V.); (D.L.C.-A.); (M.M.-M.); (B.A.-B.)
| | - Victor A. Contreras-Rodriguez
- Unidad Académica de Criminalística, Criminología y Ciencias Forenses, Universidad Autónoma de Sinaloa, Culiacán Rosales 80040, Sinaloa, Mexico;
| | - Ricardo Lascurain
- Unidad de Vinculación Científica, Facultad de Medicina, Universidad Nacional Autónoma de México en el Instituto Nacional de Medicina Genómica, Tlalpan 14610, Ciudad de México, Mexico;
| | - Liliana Carmona-Aparicio
- Laboratorio de Neurociencias II, Instituto Nacional de Pediatría, Coyoacán 04530, Ciudad de México, Mexico; (L.C.-A.); (E.C.-U.)
| | - Elvia Coballase-Urrutia
- Laboratorio de Neurociencias II, Instituto Nacional de Pediatría, Coyoacán 04530, Ciudad de México, Mexico; (L.C.-A.); (E.C.-U.)
| | - Francisco Gallardo-Vera
- Laboratorio de Biología Molecular y Bioseguridad Nivel III, Centro Médico Naval, Coyoacán 04470, Ciudad de México, Mexico;
| | - Daniel Diaz
- Facultad de Ciencias, Universidad Nacional Autónoma de México, Coyoacán 04510, Ciudad de México, Mexico
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15
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O'Neill OM, Coleman HG, Reid H. Referral challenges for early-onset colorectal cancer: a qualitative study in UK primary care. BJGP Open 2023; 7:BJGPO.2023.0123. [PMID: 37433643 PMCID: PMC11176685 DOI: 10.3399/bjgpo.2023.0123] [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: 07/05/2023] [Revised: 07/05/2023] [Accepted: 07/06/2023] [Indexed: 07/13/2023] Open
Abstract
BACKGROUND The incidence of early-onset colorectal cancer (EOCRC) in adults aged <50 years has increased in several Western nations. National surveys have highlighted significant barriers to accessing timely care for patients with EOCRC, which may be contributing to a late stage of presentation in this population group. AIM To explore awareness of the increasing incidence of EOCRC, and to understand the potential barriers or facilitators faced by GPs when referring younger adults to secondary care with features indicative of EOCRC. DESIGN & SETTING Qualitative methodology, via virtual semi-structured interviews with 17 GPs in Northern Ireland. METHOD Reflective thematic analysis was conducted with reference to Braun and Clarke's framework. RESULTS Three main themes were identified among participating GPs: awareness, diagnostic, and referral challenges. Awareness challenges focused on perceptions of EOCRC being solely associated with hereditary cancer syndromes, and colorectal cancer being a condition of older adults. Key diagnostic challenges centred around the commonality of lower gastrointestinal complaints and overlap in EOCRC symptoms with benign conditions. Restrictions in age-based referral guidance and a GP 'guilt complex' surrounding over-referral to secondary care summarised the referral challenges. Young females were perceived as being particularly disadvantaged with regard to delays in diagnosis. CONCLUSION This novel research outlines potential reasons for the diagnostic delays seen in patients with EOCRC from a GP perspective, and highlights many of the complicating factors that contribute to the diagnostic process.
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Affiliation(s)
- Orla M O'Neill
- Cancer Epidemiology Research Group, Centre for Public Health, Queen's University Belfast, Belfast, Northern Ireland, UK
- Dunluce Health Centre, Belfast, Northern Ireland, UK
| | - Helen G Coleman
- Cancer Epidemiology Research Group, Centre for Public Health, Queen's University Belfast, Belfast, Northern Ireland, UK
- Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, Belfast, Northern Ireland, UK
| | - Helen Reid
- Dunluce Health Centre, Belfast, Northern Ireland, UK
- Centre for Medical Education, Queen's University Belfast, Belfast, Northern Ireland, UK
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16
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Ning FL, Gu WJ, Dai LZ, Du WY, Zeng YJ, Zhang JK, Abe M, Liu YL, Zhang R, Zhang CD. Identification and initial validation of maximal tumor area as a novel prognostic factor for overall and disease-free survival in patients with resectable colon cancer: a retrospective study. Int J Surg 2023; 109:3407-3416. [PMID: 37526113 PMCID: PMC10651264 DOI: 10.1097/js9.0000000000000623] [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: 05/16/2023] [Accepted: 07/10/2023] [Indexed: 08/02/2023]
Abstract
BACKGROUND The tumor area may be a potential prognostic indicator. The present study aimed to determine and validate the prognostic value of tumor area in curable colon cancer. METHODS This retrospective study included a training and validation cohorts of patients who underwent radical surgery for colon cancer. Independent prognostic factors for overall survival (OS) and disease-free survival (DFS) were identified using Cox proportional hazards regression models. The prognostic discrimination was evaluated using the integrated area under the receiver operating characteristic curves (iAUCs) for prognostic factors and models. The prognostic discrimination between tumor area and other individual factors was compared, along with the prognostic discrimination between the tumor-node-metastasis (TNM) staging system and other prognostic models. Two-sample Wilcoxon tests were carried out to identify significant differences between the two iAUCs. A two-sided P <0.05 was considered statistically significant. RESULTS A total of 3051 colon cancer patients were included in the training cohort and 872 patients in the validation cohort. Tumor area, age, differentiation, T stage, and N stage were independent prognostic factors for both OS and DFS in the training cohort. Tumor area had a better OS and DFS prognostic discrimination characteristics than T stage, maximal tumor diameter, differentiation, tumor location, and number of retrieved lymph nodes. The novel prognostic model of T stage + N stage + tumor area (iAUC for OS, 0.714, P <0.001; iAUC for DFS, 0.694, P <0.001) showed a better prognostic discrimination than the TNM staging system (T stage + N stage; iAUC for OS, 0.664; iAUC for DFS, 0.658). Similar results were observed in an independent validation cohort. CONCLUSIONS Tumor area was identified as an independent prognostic factor for both OS and DFS in curable colon cancer patients, and in cases with an adequate number of retrieved lymph nodes. The novel prognostic model of combining T stage, N stage, and tumor area may be an alternative to the current TNM staging system.
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Affiliation(s)
- Fei-Long Ning
- Department of Gastrointestinal Surgery, The Fourth Affiliated Hospital, China Medical University
- Department of Gastrointestinal Surgery, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Wan-Jie Gu
- Department of Clinical Research
- Department of Intensive Care Unit, The First Affiliated Hospital of Jinan University, Guangzhou
| | - Lin-Zheng Dai
- Department of Radiation Oncology, The First Affiliated Hospital of China Medical University
| | - Wan-Ying Du
- Department of Gastrointestinal Surgery, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Yong-Ji Zeng
- Department of Medicine, Section of Gastroenterology, Baylor College of Medicine, Houston, Texas, USA
| | - Jia-Kui Zhang
- Department of Gastrointestinal Surgery, The Fourth Affiliated Hospital, China Medical University
| | | | - Yan-Long Liu
- Department of Colorectal Surgery, Harbin Medical University Cancer Hospital, Harbin, People’s Republic of China
| | - Rui Zhang
- Department of Colorectal Surgery, Cancer Hospital of China Medical University, Liaoning Cancer Hospital and Institute, Shenyang
| | - Chun-Dong Zhang
- Department of Gastrointestinal Surgery, The Fourth Affiliated Hospital, China Medical University
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17
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Ramadan M, Alsiary RA, Aboalola DA. Mortality-to-incidence ratio of early-onset colorectal cancer in high-income Asian and Middle Eastern countries: A systemic analysis of the Global Burden of Diseases Study 2019. Cancer Med 2023; 12:20604-20616. [PMID: 37860914 PMCID: PMC10660109 DOI: 10.1002/cam4.6631] [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: 07/29/2023] [Revised: 09/08/2023] [Accepted: 10/04/2023] [Indexed: 10/21/2023] Open
Abstract
BACKGROUND The incidence of early-onset colorectal cancer (EO-CRC) has been consistently rising leading to a significant cancer burden among younger adults in Asian and Middle Eastern high-income countries. The study aims to investigate the survival outcomes of EO-CRC among high-income Asian and Middle Eastern populations from 1990 to 2019 using the mortality-to-incidence ratio, with a focus on examining the differences in gender. METHODS This is a systematic analysis of the Global Burden of Disease (GBD) 2019 study. We include individuals aged 15 to 49 years old in high-income Asian and the Middle Eastern countries. The colorectal cancer mortality-to-incidence ratio (MIR) was calculated for both genders by dividing the age-specific mortality rate per 100,000 for colorectal cancer by the age-specific incidence rate per 100,000 for each nation in the sample for a given year. RESULTS An overall decline in male and female MIR was observed from 1990 to 2019 in Asian and Middle Eastern countries. Ten out of thirteen Asian and Middle Eastern countries had a higher female MIR compared to their male counterparts. The global male MIR was found to be significantly higher than that of female (p-value 0.008, coefficient estimate: 1.51). In Middle Eastern countries, Saudi Arabia had a significantly higher female MIR compared to their male counterparts (p < 0.0001, coefficient estimate: 12.65). CONCLUSION This research addresses the knowledge gap concerning gender-based differences in EO-CRC survival outcomes in high-income Asian and Middle Eastern countries, providing insights into the factors influencing these disparities in these regions. Policymakers should focus on developing targeted prevention and treatment programs for women, and addressing cultural and social barriers that may prevent women from seeking timely medical care.
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Affiliation(s)
- Majed Ramadan
- Population Health Research Section, King Abdullah International Medical Research Center (KAIMRC)King Saud Bin Abdulaziz University for Health Sciences, Ministry of National Guard – Health AffairsJeddahKingdom of Saudi Arabia
| | - Rawiah A. Alsiary
- Department of Cellular Therapy and Cancer Research, King Abdullah International Medical Research Center (KAIMRC)King Saud Bin Abdulaziz University for Health Sciences, Ministry of National Guard – Health AffairsJeddahKingdom of Saudi Arabia
| | - Doaa A. Aboalola
- Department of Cellular Therapy and Cancer Research, King Abdullah International Medical Research Center (KAIMRC)King Saud Bin Abdulaziz University for Health Sciences, Ministry of National Guard – Health AffairsJeddahKingdom of Saudi Arabia
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18
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Long D, Mao C, Liu Y, Zhou T, Xu Y, Zhu Y. Global, regional, and national burden of intestinal obstruction from 1990 to 2019: an analysis from the Global Burden of Disease Study 2019. Int J Colorectal Dis 2023; 38:245. [PMID: 37787806 DOI: 10.1007/s00384-023-04522-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 09/08/2023] [Indexed: 10/04/2023]
Abstract
BACKGROUND Intestinal obstruction (IO) is a common surgical acute abdominal condition that places a significant burden on modern health systems. Unfortunately, the global burden and trends of IO remain unknown. Therefore, this study aimed to comprehensively assess its long-term trends and epidemiological features, which will help policymakers to formulate appropriate health policies. METHODS We conducted an ecological study using data from the Global Burden of Disease Study (GBD) 2019. Data on IO were analyzed by sex, age, year, sociodemographic index (SDI), and location according to GBD 2019. In addition, joinpoint regression analysis was used to assess temporal trends. Age-period-cohort analysis (APC Analysis) was conducted to evaluate age, period, and birth cohort effects on IO incidence and mortality risk. RESULTS Globally, the prevalent and incident cases increased by 56.91% and 86.67% from 1990 to 2019, respectively. Joinpoint regression analysis showed that age-standardized incidence rate (ASIR) and age-standardized prevalence rate (ASPR) increased, but age-standardized mortality rate (ASMR) and age-standardized disability-adjusted life year (DALY) rate decreased over the past three decades. The age effect demonstrated that older people have a higher risk of morbidity and mortality. The period effect of incidence and mortality showed an upward trend from 1990 to 2019. Cohort effect revealed that the incidence and death risk peaked in the earlier-born cohort and was lower in the more recent-born cohort. Notably, we found that the burden of IO was higher in males than in females throughout the study period. There are huge disparities in IO burden among countries. CONCLUSION Globally, the reported incidence and prevalence of IO increased from 1990 to 2019. The burden of IO differed markedly by age, sex, country, and region. Middle-aged and elderly people over 50 years old were at high risk. Given the ageing population, the burden of IO will be a major public health challenge. Thus, there is a strong necessity to strengthen prevention and early intervention in the at-risk population.
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Affiliation(s)
- Dan Long
- The First Hospital of Hunan University of Chinese Medicine, Changsha, Hunan, China
| | - Chenhan Mao
- Affiliated Hospital of Integrated Traditional Chinese and Western Medicine, Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China
| | - Yaxuan Liu
- The First Hospital of Hunan University of Chinese Medicine, Changsha, Hunan, China
| | - Tao Zhou
- The First Hospital of Hunan University of Chinese Medicine, Changsha, Hunan, China
| | - Yin Xu
- The First Hospital of Hunan University of Chinese Medicine, Changsha, Hunan, China.
| | - Ying Zhu
- The First Hospital of Hunan University of Chinese Medicine, Changsha, Hunan, China.
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19
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Li Q, Yu M, Lv H, Zhang L, Deng Y, Yu H. Burden of early-onset colorectal cancer along with attributable risk factors from 1990 to 2019: a comparative study between China and other G20 countries. BMC Public Health 2023; 23:1463. [PMID: 37525147 PMCID: PMC10391986 DOI: 10.1186/s12889-023-16407-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2023] [Accepted: 07/27/2023] [Indexed: 08/02/2023] Open
Abstract
PURPOSE The credible data about the burden of early-onset colorectal cancer (EOCRC) in China when compared to other countries in the group of twenty (G20) remained unavailable. We aimed to assess the burden and trends of EOCRC and attributable risk factors in China. Meanwhile, the comparison in the burden and attributable risk factors between China and other G20 countries was also evaluated. METHODS Data on the incidence, prevalence, mortality, disability-adjusted life years (DALYs), and attributable risk factors of EOCRC in China were obtained from Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2019 and compared with other G20countries. Temporal trends of age-standardized rates for incidence, prevalence, mortality, and DALYs were evaluated by estimated annual percentage change (EAPC). The autoregressive integrated moving average (ARIMA) model was used to forecast the incidence, mortality, and DALY rates of EOCRC in China from 2020 to 2029. RESULTS From 1990 to 2019, the age-standardized incidence rate (ASIR) and age-standardized prevalence rate (ASPR) of EOCRC in China increased with the EAPCs of 4.61 [95% confidence interval (CI): 4.45-4.77] and 5.82 (95% CI: 5.60-6.05). When compared to G20 countries, China was ranked 13th in the ASIR in 1990 and then increased to 2nd in 2019, second only to Japan. The ASPRs increased in all G20 countries, being highest in Saudi Arabia, followed by China and Mexico. Moreover, China had the highest age-standardized mortality rate and highest age-standardized DALY rate in 2019. In China, the five leading risk factors, for both sexes, were diet low in milk [18.54% (95% UI: 12.71-24.07)], diet low in calcium [15.06% (95% UI: 10.70-20.03)], alcohol use [12.16% (95% UI: 8.87-15.64)], smoking [9.08% (95% UI: 3.39-14.11)], and diet high in red meat [9.08% (95% UI: 3.39-14.11)] in 2019. Over the next 10 years, ASIR, ASMR, and age-standardized DALY rate of EOCRC will increase continuously in males and females. CONCLUSION The burden of EOCRC in China and other G20 countries is worrisome, indicating that coordinated efforts are needed to conduct high-quality researches, allocate medical resources, adjust screening guidelines, and develop effective treatment and prevention strategies in the G20 countries.
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Affiliation(s)
- Quanhui Li
- Department of General Surgery, The Second Hospital, Cheeloo College of Medicine, Shandong University, No.247 Beiyuan Road, Jinan, Shandong Province, 250000, China
| | - Miao Yu
- Department of Colorectal and Anal Surgery, The Second Hospital, Cheeloo College of Medicine, Shandong University, No.247 Beiyuan Road, Jinan, Shandong Province, 250000, China
| | - Haiguang Lv
- Department of Clinical Laboratory, Second Affiliated Hospital of Shandong First Medical University, No.706 Taishan Road, Tai'an, Shandong Province, 271000, China
| | - Le Zhang
- School of Public Health, Shandong First Medical University & Shandong Academy of Medical Sciences, No.6699 Qingdao Road, Jinan, Shandong Province, 250000, China
| | - Yang Deng
- School of Public Health, Shandong First Medical University & Shandong Academy of Medical Sciences, No.6699 Qingdao Road, Jinan, Shandong Province, 250000, China
| | - Hualong Yu
- Department of Colorectal and Anal Surgery, The Second Hospital, Cheeloo College of Medicine, Shandong University, No.247 Beiyuan Road, Jinan, Shandong Province, 250000, China.
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20
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Wu E, Ni JT, Chen X, Zhu ZH, Xu HQ, Tao L, Xie T. Genetic risk, incident colorectal cancer, and the benefits of adhering to a healthy lifestyle: A prospective study using data from UK Biobank and FinnGen. Front Oncol 2022; 12:894086. [PMID: 36276143 PMCID: PMC9582975 DOI: 10.3389/fonc.2022.894086] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2022] [Accepted: 09/13/2022] [Indexed: 08/03/2023] Open
Abstract
Background Genetic factors increase the individual risk of colorectal cancer (CRC); however, the extent to which a healthy lifestyle can offset increased genetic risk is unknown. This study investigated whether a healthy lifestyle is associated with lower CRC risk, regardless of genetic risk. Methods We recruited 390,365 participants without cancer at baseline (2006-2010) from the UK Biobank. The primary outcome was CRC incidence. A healthy lifestyle score constructed using 16 factors of six dimensions (smoking, drinking, body mass index, diet, exercise, and sleep) was categorized into three risk categories: favorable, intermediate, and unfavorable. To calculate the polygenic risk scores (PRSs) of UK Biobank participants, we extracted 454,678 single nucleotide polymorphisms (SNPs) from the UK Biobank and FinnGen Biobank after quality control. Cox proportional hazards regression was performed to evaluate the associations and was expressed as hazard ratios (HRs) with 95% confidence intervals (CIs). Results During a median follow-up of 10.90 years, 4,090 new CRC cases were reported in the UK Biobank. The "best-fit" PRSs were constructed using 59 SNPs based on the UK Biobank cohort and FinnGen genome-wide association study summary data (R2 = 0.23%) and were divided into low (lowest quintile), intermediate (including second-fourth quintile), and high (highest quintile) genetic risk categories. The multivariate-adjusted Cox model revealed that participants with favorable lifestyles had HRs of 0.66 (95% CI = 0.60-0.72) for developing CRC vs. those with unfavorable lifestyles; low genetic risk was associated with a decreased risk of CRC (HR = 0.67, 95% CI =0.61-0.74) compared with those with high genetic risk. The HRs for low genetic risk participants with favorable lifestyles were 0.44 (95% CI =0.36-0.55) vs. participants with high genetic risk and unfavorable lifestyles. Among the participants with low, intermediate, or high genetic risk, the HRs of favorable vs. unfavorable lifestyles were 0.74, 0.64, and 0.72 (all p< 0.05). Conclusions Low genetic risk and a favorable lifestyle were significantly associated with a decreased risk of CRC. A favorable lifestyle was associated with a lower CRC risk, regardless of genetic risk.
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Affiliation(s)
- E. Wu
- School of Pharmacy, Hangzhou Normal University, Hangzhou, China
- School of Public Health, Hangzhou Normal University, Zhejiang, China
| | - Jun-Tao Ni
- Scientific Research Department, Women’s Hospital School of Medicine Zhejiang University, Hangzhou, China
| | - Xin Chen
- School of Public Health, Hangzhou Normal University, Zhejiang, China
| | - Zhao-Hui Zhu
- School of Public Health, Hangzhou Normal University, Zhejiang, China
| | - Hong-Quan Xu
- School of Pharmacy, Hangzhou Normal University, Hangzhou, China
- Key Laboratory of Elemene Class Anti-Cancer Chinese Medicines, Engineering Laboratory of Development and Application of Traditional Chinese Medicines, Collaborative Innovation Center of Traditional Chinese Medicines of Zhejiang Province, Hangzhou Normal University, Hangzhou, China
| | - Lin Tao
- School of Pharmacy, Hangzhou Normal University, Hangzhou, China
- Key Laboratory of Elemene Class Anti-Cancer Chinese Medicines, Engineering Laboratory of Development and Application of Traditional Chinese Medicines, Collaborative Innovation Center of Traditional Chinese Medicines of Zhejiang Province, Hangzhou Normal University, Hangzhou, China
| | - Tian Xie
- School of Pharmacy, Hangzhou Normal University, Hangzhou, China
- Key Laboratory of Elemene Class Anti-Cancer Chinese Medicines, Engineering Laboratory of Development and Application of Traditional Chinese Medicines, Collaborative Innovation Center of Traditional Chinese Medicines of Zhejiang Province, Hangzhou Normal University, Hangzhou, China
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