| Literature DB >> 36235610 |
Noor Azreen Masdor1, Azmawati Mohammed Nawi1, Rozita Hod1, Zhiqin Wong2, Suzana Makpol3, Siok-Fong Chin4.
Abstract
Food and diet are critical risk factors for colorectal cancer (CRC). Food environments (FEs) can contribute to disease risk, including CRC. This review investigated the link between FEs and CRC incidence and mortality risk. The systematic search of studies utilised three primary journal databases: PubMed, Scopus, and Web of Science. Retrieved citations were screened and the data were extracted from articles related to the FE-exposed populations who were at risk for CRC and death. We evaluated ecological studies and cohort studies with quality assessment and the Newcastle-Ottawa Quality Assessment Form for Cohort Studies, respectively. A descriptive synthesis of the included studies was performed. Out of 89 articles identified, eight were eligible for the final review. The included studies comprised six ecological studies and two cohort studies published from 2013 to 2021. Six articles were from the US, one was from Africa, and one was from Switzerland. All eight studies were of good quality. The significant finding was that CRC incidence was associated with the availability of specific foods such as red meat, meat, animal fats, energy from animal sources, and an unhealthy FE. Increased CRC mortality was linked with the availability of animal fat, red meat, alcoholic beverages, and calorie food availability, residence in food deserts, and lower FE index. There were a variety of associations between CRC and the FE. The availability of specific foods, unhealthy FE, and food desserts impact CRC incidence and mortality. Creating a healthy FE in the future will require focus and thorough planning.Entities:
Keywords: colorectal cancer; food availability; food environment; incidence; mortality
Mesh:
Year: 2022 PMID: 36235610 PMCID: PMC9573320 DOI: 10.3390/nu14193954
Source DB: PubMed Journal: Nutrients ISSN: 2072-6643 Impact factor: 6.706
A keyword search used in the identification process.
| Search Engine | Search Area | Search Date | Format | Search |
|---|---|---|---|---|
| WOS | Topic | 19 April 2022 | P | Colorectal cancer OR colorectal neoplasms OR colorectal carcinoma OR colorectal tumo* OR cancer colorectal OR bowel cancer OR large intestine cancer |
| E | Food environment OR eat environment OR food dessert OR food swamp OR café OR canteen OR restaurant OR takeaway OR food entry point OR food access OR food production OR food availab* OR food access* OR food obtain OR food purchase OR food prepare* OR food handy OR food afford OR Food convenience OR food retailer | |||
| Relation* OR Link OR connection OR association OR correlate OR tie | ||||
| O | Risk OR possibility OR probability OR frequency OR predictor OR Incidence OR occurrence rate OR frequency OR mortality OR death | |||
| SCOPUS | TITLE-ABS-KEY | 19 April 2022 | P | TITLE-ABS-KEY (“colorectal cancer” OR “colorectal neoplasms” OR “colorectal carcinoma” OR “colorectal tumo*” OR “cancer off colorectal” OR “bowel cancer” OR “large intestine cancer”) |
| E | TITLE-ABS-KEY (“food environment” OR “eat environment” OR “food dessert” OR “food swamp” OR cafe OR canteen OR restaurant OR takeaway OR “food entry point” OR “food point” OR “food access*” OR “food production” OR “food availab*” OR “food access*” OR “food obtain” OR “food purchase” OR “food prepare*” OR “food handy” OR “food afford” OR “food convenience” OR “food retailer”) | |||
| O | TITLE-ABS-KEY (risk OR possibility OR probability OR frequency OR predictor OR incidence OR occurrence OR rate OR prevalence OR mortality or death) | |||
| Pubmed | Title/abstract | 19 April 2022 | P | Colorectal cancer OR colorectal neoplasms OR colorectal carcinoma OR colorectal tumo* OR cancer colorectal OR bowel cancer OR large intestine cancer |
| E | Food environment OR eat environment OR food dessert OR food swamp OR café OR canteen OR restaurant OR takeaway OR food entry point OR food access OR food production OR food availab* OR food access* OR food obtain OR food purchase OR food prepare* OR food handy OR food afford OR Food convenience OR food retailer | |||
| Relation* OR Link OR connection OR association OR correlate OR tie | ||||
| O | risk OR possibility OR probability OR frequency OR predictor OR incidence OR occurrence OR rate OR prevalence OR mortality OR death |
WOS, Web of Science; ABS-KEY, abstract-keywords; P, population; E, exposure; O, outcome. * represents any number of characters and is used as a wildcard in keyword searches.
Figure 1A PRISMA flow chart. WOS, Web of Science; CRC, colorectal cancer.
A quality assessment of cohort studies included in the systematic review using Newcastle-Ottawa Quality Assessment Form for Cohort Studies.
| Authors | Selection | Comparability | Outcome | Total Quality Score | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Representative Eness of Exposed Cohort | Selection of Nonexposed cohort | Ascertainment of Exposure | Demonstration that Outcome of Interest Was Not Present at Start of Study | Adjust for the Most Important Risk Factors | Adjust for other Risk Factors | Assessment of Outcome | Follow-up | Loss to Follow-Up Rate | ||
| Shvetsov et al. [ | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 9 |
| Canchola et al. [ | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 9 |
A quality assessment of ecologic studies included in the systematic review.
| Evaluation Criterion | Categories | Points (Max = 21) | Study | |||||
|---|---|---|---|---|---|---|---|---|
| 1 1 | 2 2 | 3 3 | 4 4 | 5 5 | 6 6 | |||
| Study Design | ||||||||
| Design | Cross-sectional | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| Sample size | <80% units | 0 | 1 | 1 | 1 | 1 | 1 | 1 |
| Unbiased inclusion of units | No | 0 | 1 | 1 | 1 | 1 | 1 | 1 |
| Level of data aggregation | Other than below | 1 | 2 | 2 | 3 | 3 | 3 | 3 |
| Level of inference | Individual or unclear | 0 | 1 | 1 | 1 | 1 | 1 | 1 |
| Pre-specification of ecologic units | No | 0 | 1 | 1 | 1 | 1 | 1 | 1 |
| Outcomes of interest included | Some | 1 | 1 | 1 | 1 | 2 | 2 | 2 |
| Source of data | Inadequate | 0 | 1 | 1 | 1 | 1 | 1 | 1 |
| Statistical Methodology | ||||||||
| Analytic methodology | Spearman’s rank correlation, Linear regression model, Quadratic model, Exponential model, LOWESS, Fractional polynomial regression, Piecewise regression | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| Validity of regression | No | 0 | 1 | 1 | 1 | 1 | 1 | 1 |
| Use of covariates | None | 0 | 1 | 1 | 1 | 1 | 1 | 1 |
| Proper adjustment for covariates | No | 0 | 1 | 1 | 1 | 1 | 1 | 1 |
| Quality Of Reporting | ||||||||
| Statement of study design | No | 0 | 1 | 1 | 1 | 1 | 1 | 1 |
| Justification of study design | No | 0 | 1 | 1 | 1 | 1 | 1 | 1 |
| Discussion of cross-level bias and limitations | No | 0 | 1 | 1 | 1 | 1 | 1 | 1 |
| TOTAL POINTS | 17 | 17 | 17 | 18 | 18 | 18 | ||
1 Gibson et al. 2020 [22], 2 Fong et al. 2021 [23], 3 Besson et al. 2013 [24], 4 Mo et al. 2020 [15], 5 Buamden 2018 [25], 6 Aglago et al. 2019 [26].
Characteristics of the included studies.
| Authors | Country | Study Design | Food Availability Data | Study Sample Population |
|---|---|---|---|---|
| Gibson et al. [ | US | Ecological | 2005 Business Patterns Survey based on matching zip codes with the US Department of Housing and Urban Development zip code | Texas Cancer Registry (5215 census tracts) Individuals aged 40, residing in Texas, diagnosed with CRC (primary/malignant and/or invasive) |
| Canchola et al. [ | US | Cohort | the Restaurant Environment Index (REI) and the Retail Food Environment Index (RFEI) from California Neighbourhoods Data System | Multi-ethnic Cohort Hawaii and California |
| Shvetsov et al. [ | US | Cohort | California Neighbourhoods Data System (40,870 male and 54,602 female) | Multi-ethnic Cohort Lived in California |
| Fong et al. [ | US | Ecological | USDA food desert data set with zip code level measures | Stage II/III CRC patients California Cancer Registry (CCR). |
| Besson et al. [ | Switzerland | Ecological | Food availability data from food balance sheets produced by the FAO | Incidence rates from the Vaud Cancer Registry. |
| Aglago et al. [ | Africa (sub Saharan countries) | Ecological | Food availability data from food balance sheets produced by the FAO | African Cancer Registries Network |
| Buamden [ | US | Ecological | Food availability data from food balance sheets produced by the FAO | International Agency for Research on Cancer (IARC) and codes C18, C19, C20, and C21 of the International Classification of Diseases (ICD-10). |
| Mo et al. [ | US | Ecological | US FEI from the 2020 County Health Rankings | Incidence: The State Cancer Profiles by CDC and NCI 2013–2017 |
FAO, The Food and Agriculture Organization of the United Nations; CDC, Centres for Disease Control and Prevention; NCI, National Cancer Institute; USDA, United States Department of Agriculture; FEI, Food environment Index; CRC, colorectal cancer.
Food environment attributes in the included study, how it was measured, description and interpretation.
| Authors (Year) | Attributes | Description | Interpretation |
|---|---|---|---|
| Gibson et al. [ | Unhealthy food environment density (UFAD) | the number of all limited-service restaurants, businesses, and employment within each zip code | UFAD was divided into Quartiles1 to 4 |
| Canchola et al. [ | Restaurant Environment Index | the ratio of the number of fast-food restaurants to other restaurants | - |
| Retail Food Environment Index | the ratio of the number of convenience stores, liquor stores, and fast-food restaurants to supermarkets and farmers’ markets | - | |
| Shvetsov et al. [ | Fast food availability dynamic | Number of fast-food restaurants within blocks group | Up = increased number |
| Supermarket availability dynamic | Number of fast-food restaurants within blocks group | Up = increased number, | |
| Fong et al. [ | Food desert | Areas that lack access to affordable that make up a full and healthy diet (fruits, vegetables, whole grains and low-fat milk) | Low access means: |
| Besson et al. [ | Individual daily food availability | Estimation of the individual daily food availability of each food commodity (the total energy of animal products, vegetable products, cereals, sugars, vegetable oils, alcohol, meat, milk, fish, fruits, vegetable, fats) was made by integrating the | Increased total calorie of food means increased food availability |
| Aglago et al. [ | Food and energy availability | Estimations of major foods and food groups available for human consumption, | A higher value of food and energy (in kilograms or kilocalories) means higher food availability |
| Buamden [ | Food availability | Food availability represents the amount of food available per capita and provides a general picture of the populations’ diets. It does not account for food access or actual consumption | - |
| Mo et al. [ | Food access | The percentage of the population that is low-income 1 and has low access 2 to a grocery store | A higher index means better food accessThe index ranges from 0 (worst) to 10 (best) |
| Food security | The percentage of people without a reliable food source in the past year. | A higher index means better food security The index ranges from 0 (worst) to 10 (best) |
1 Low income is defined as having an annual family income of less than or equal to 200 percent of the federal poverty threshold for the family size. 2 Access or living close to a grocery store is defined differently in rural and nonrural areas. In rural areas, it means living less than 10 miles from a grocery store whereas in nonrural areas, it means less than 1 mile.
The association between the food environment attributes and CRC.
| Authors | FE | Comparator | CRC Outcome | Conclusion | |||
|---|---|---|---|---|---|---|---|
| Incidence | 95% CI, | Mortality | 95% CI, | ||||
| Gibson et al. [ | Quartile 2 UFA | Quartile 1 | Quartile 2 | 1.00–1.05 | - | - | No significant differences in colorectal cancer incidence between the lowest unhealthy food availability and quartile 2,3,4 |
| Quartile 3 UFA | Quartile 1 | Quartile 3 | 1.00, 1.05 | - | - | ||
| Quartile 4 UFA (Highest) | Quartile 1 | Quartile 4 | 0.99, 1.05 | - | - | ||
| Canchola et al. [ | High REI | Low REI | 0.85 2 | 0.54, 1.33 | - | - | No significant associations between neighbourhood obesogenic attributes and colorectal cancer risk. |
| High RFEI | Low RFEI | 1.11 2 | 0.91, 1.36 | - | - | ||
| Shvetsov et al. [ | Upward change Fast food restaurants | No change | Men = 1.19 2
| 0.97, 1.45 | - | - | Upward change in fast food and supermarket was not statistically significantly associated with CRC risk among the male and female. |
| Upward change in supermarket | No change | Men = 0.95 2 | 0.80, 1.13 | - | - | ||
| Fong et al. [ | Living in Food desert | No | - | - | UV | 1.05, 1.19 | Food desert residence was associated with higher 5-year mortality. |
| Besson et al. [ | Food availability | All types of foods results are below than 0.7 | - | - | - | Colorectal cancer incidence was not associated with any food availability. | |
| Aglago et al. [ | Food availability coefficients exceeding T0–T20 means tumour development from 5 to over 20 years only the significant findings showed: | Coefficient | - | - | - | Colorectal cancer incidence in men and women significantly positively correlated with red meat, meat, animal fats availability, and energy from animal sources | |
| Meat | |||||||
| Men | T0 = 0.72 | - | - | - | |||
| Women | T5 = 0.54 | - | - | - | |||
| Red meat | |||||||
| Men | T20 = 0.53 | - | - | - | |||
| Women | T0 = 0.63 | - | - | - | |||
| Animal fats | |||||||
| Women | T10 = 0.67 | - | - | - | |||
| Energy from animal sources | T20 = 0.52 | - | - | - | |||
| Buamden [ | Food availability coefficients from 0.50 to 0.75 show moderate correlation and greater than 0.75 show a very good or excellent correlation. | Coefficient | Strong relationships were found between colorectal cancer mortality rate and the availability of animal fat, red meat, alcoholic beverages, and calories. | ||||
| Red meat | - | - | 0.59 | - | |||
| Ethanol | - | - | 0.61 | - | |||
| Total fat | - | - | 0.47 | - | |||
| Animal fat | - | - | 0.60 | - | |||
| Calorie | - | - | 0.56 | - | |||
| Mo et al. 2022 [ | Healthy FEI | 41.3 per 100,000 | -, | 14.9 per 100,000 | -, | Healthy FEI scores (less food insecurity and better healthy food access were associated with lower colorectal | |
| Unhealthy FEI | 44.5 per 100,000 | 17.1 per 100,000 | |||||
| Food availability coefficients | Coefficient | Coefficient | |||||
| FEI | −0.681 | 0.004 | −0.826 | <0.01 | |||
| Food insecure | −0.12 | 0.10 | 0.108 | 0.004 | |||
| Limited access to healthy food | 0.191 | 0.0001 | 0.096 | <0.01 | |||
UFA, Unhealthy food availability; IRR, Incidence Rate Ratio; REI Restaurant Environment Index; RFEI, Retail Food Environment Index; FEI, Food environment index; UV, Univariate; MV, Multivariate. HR, hazard ratio.1 Reported in incidence rate ratio (IRR). 2 Reported in hazard ratio (HR).