Dietary Vitamin A Intake and Circulating Vitamin A Concentrations and the Risk of Three Common Cancers in Women: A Meta-Analysis

Han, Xiaoyong; Zhao, Rangyin; Wang, Yongfeng; Ma, Haizhong; Yu, Miao; Chen, Xiaohong; Zhang, Dongzhi; Ma, Shixun; Liu, Bin; Cai, Hui

doi:https://doi.org/10.1155/2022/7686405

Oxidative Medicine and Cellular Longevity

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Abstract Introduction Methods and Materials Results Discussion Conclusion Data Availability Conflicts of Interest Authors’ Contributions Acknowledgments References Copyright Related Articles

Review Article | Open Access

Volume 2022 | Article ID 7686405 | https://doi.org/10.1155/2022/7686405

Dietary Vitamin A Intake and Circulating Vitamin A Concentrations and the Risk of Three Common Cancers in Women: A Meta-Analysis

Xiaoyong Han,^1,2,3Rangyin Zhao,⁴Yongfeng Wang,^2,3,5Haizhong Ma,^2,5Miao Yu,^2,3Xiaohong Chen,^2,5Dongzhi Zhang,^2,5Shixun Ma,^2,5Bin Liu,⁵and Hui Cai^2,3,6,7

Academic Editor: Sumbal Saba

Received03 Aug 2022

Revised01 Oct 2022

Accepted25 Oct 2022

Published02 Nov 2022

Abstract

Background. According to relevant clinical research, dietary and circulating antioxidants vitamin A are connected with the risk of breast, cervical, and ovarian cancer in women. However, there was inconsistency between the findings. We completed this meta-analysis at the right moment to address this contradiction of the problem. Methods. Web of Science, Embase, and PubMed databases were searched using the proposed search strategy and filtered using the inclusion and exclusion criteria as well as the NOS quality score. As of May 2022, low intake or low concentration was used as a control, and odds ratio (OR) or relative risk (RR) and ninety-five percent confidence intervals (95% CI) were extracted for high intake. Stata 12.0 was used to process the data. Results. Our meta-analysis included a total of 49 studies, 29 on breast cancer, 10 on ovarian cancer, and 10 on cervical cancer. There were 38 case-control studies included, with 25,363 cases and 42,281 controls; there were 11 cohort studies included, 1,334,176 individuals were followed up, and finally 9496 obtained cancer. The pooled OR value results were as follows: diet or supplements (, 95% CI 0.76-0.90, ) and serum or plasma (, 95% CI 0.86-1.09, ). Subgroup analyses were performed according to cancer type, diet or supplements, serum or plasma, study type, and geographic regions. Conclusions. In North American and Asian populations, high dietary consumption of vitamin A or supplements decreases the incidence of three cancers in women, with breast and ovarian cancers being more significant. However, high circulating vitamin A concentrations were not significantly connected with the risk of the three malignancies.

1. Introduction

With the development of science and technology and the progress of society, women’s health has been paid more and more attention by people. However, the incidence and mortality of malignant tumors have gradually increased and become a major killer endangering human health [1, 2]. Among them, ovarian, breast, and cervical cancer are important cancers that endanger women and bring great pressure to health institutions and medical resources [2–5]. Since this century, medical technology has advanced significantly. Comprehensive treatments have enhanced the efficacy of malignant tumors, but the prognosis is still poor, and early diagnosis is still difficult [6–8]. The etiology of cancer is mainly affected by the environment and living habits. Diet, age, obesity, lack of physical exercise, adverse emotions, HPV infection, and family history are all risk factors for the above tumors [9–11]. Therefore, how to prevent these tumors by changing dietary habits and lifestyle is our research focus.

According to studies, excessive generation of reactive oxygen species (ROS) in the body has been linked to the emergence and progression of a number of chronic and degenerative disorders, including Alzheimer’s disease, cardiovascular disease, digestive system diseases, and malignant tumors [12, 13]. Normally, in healthy individuals, antioxidants modulate the concentration of ROS to keep it fluctuating within a certain range [14, 15]. The chance of developing malignant tumors and other disorders rises when antioxidant deficiency results in increased ROS concentration, which increases the body’s susceptibility to oxidative stress [15]. Therefore, antioxidants are critical in counteracting oxidative stress and regulating ROS concentration [16]. Antioxidants can be taken through endogenous supplementation or dietary intake. It has been found that some vitamins, including vitamin A and vitamin D, can reduce oxidative stress damage, prevent disease occurrence, and control disease progression [17–19]. Among them, vitamin A is a crucial member of the vitamin family. Vitamin A is a fat-soluble vitamin that involves retinol and retinol derivatives (retinoic acid, retinyl esters, and retinaldehyde) [20, 21]. Vitamin A deficiency is common in the population because it cannot be synthesized by itself in the body and must be actively obtained from food [22, 23]. Vitamin A has antioxidant and gene transcriptional regulation and plays a key role in cell differentiation, growth, proliferation, and immunity [24–26]. Vitamin A insufficiency can cause diseases such as decreased immunity, night blindness, dry skin, and diarrhea [19, 27]. According to related studies, vitamin A insufficiency raises the incidence of certain cancers and deserves our further exploration [23, 28, 29].

Since the new century, with the deepening of research on the role and mechanism of antioxidants, the great medical prospects of antioxidants have been revealed and attention has been paid to the association between antioxidant intake and various cancers [30]. Vitamin A deficiency is correlated to an increased incidence of certain malignancies, such as breast cancer [31], lung cancer [32], skin cancer [33], cervical cancer [34], gastric cancer [35], liver cancer [29], and ovarian cancer [36]. Today, we will look at the link between vitamin A consumption and circulating concentrations and breast, cervical, and ovarian cancer. Some studies suggest that its intake and circulating concentration are negatively correlated with the risk of these tumors [34, 37, 38], and some studies show no significant correlation [39–41]. Thus, we completed the meta-analysis in order to synthesize related research and draw more reliable conclusions to guide cancer prevention and promote women’s health.

2. Methods and Materials

2.1. Search Strategy for Literature

Utilizing the Embase, Web of Science, and PubMed English databases, two writers (Han X and Zhao R) independently searched the literature for vitamin A and human breast, cervical, and ovarian cancer risk. The key search terms were as follows: “Vitamin A” or “Retinol” or “All-Trans-Retinol” or “All Trans Retinol” or “Nutrients” paired with “Breast cancer” or “Cervical cancer” or “Ovarian cancer”. The search period was from inception to May 2022. In addition, to avoid possibly overlooked papers, we carefully examined references from pertinent reviews, meta-analyses, and so on. The language included in this study was restricted to English. The third writer resolved the search debate between the two writers.

2.2. Criterion for Inclusion and Exclusion

The following standards were applied to determine inclusion studies: (1) the patients were definitely diagnosed with breast cancer or ovarian or cervical cancer; (2) the types of included studies were prospective cohort studies and case-control studies; (3) the subjects of the studies were human clinical studies, excluding cell and animal trials; (4) the correlations between circulation or dietary vitamin A levels and supplement doses and the incidence of breast, ovarian, and cervical cancer were the connections of interest; and (5) containing data indicating the risk of the disease: odds ratio (OR) or relative risk (RR) and ninety-five percent confidence intervals (95% CI). We applied the following exclusion criteria: (1) reviews or meetings or letters to the editors or abstracts, (2) studies on animals, (3) repeat studies, (4) research into other malignancies, (5) lack of data on RR or OR, and (6) other kinds of vitamins.

2.3. Data Extraction and Quality Assessment

Two writers completed quality assessment and extracted pertinent data on the included research, respectively. The following basic information was included: the first author’s name, publishing year, region, age, cancer type, kind of study design, sample size, OR or RR, and 95% CI, covariates involved in correction. The differences between the two writers Han X and Zhao R were discussed and decided by other writers. The NOS score was utilized to judge the quality of each article, and studies with scores more than or equal to 6 points were eligible for inclusion in this meta-analysis.

2.4. Analysis of Data

From the included studies, the cancer risk HR, OR, or RR of the highest intake was extracted one by one against the lowest intake (or the lowest concentration in the circulation). In the original study, prospective cohort studies mostly used RR values or HR values to assess the risk of morbidity and case-control studies mostly used OR values to evaluate the risk of morbidity. Since the differences among the three are small, all risk results are presented as ORs to better combine and calculate the study results. In addition, we performed and tests to analyze the heterogeneity of the studies. If the -test (), value < 0.1, or , indicating significant heterogeneity among the research, a random-effects model was utilized. On the contrary, a fixed-effects model was utilized. Forest plots were used to show the combined outcomes of this meta-analysis, and Begg’s funnel plot and Begg’s test were used to evaluate the publication bias of the studies. Finally, the stability of the combined data was tested using sensitivity analysis. All the above calculations were analyzed using the Stata 12.0 software for Windows, and was regarded as statistically significant.

3. Results

3.1. Screening Procedures for Studies Meeting Criteria

Perform related literature search in 3 major databases using the specified search methods: total (), including PubMed (), Web of Science (), and Embase (). Endnote was used to remove duplicates leaving 1189 articles. After reviewing the article titles and abstracts, 1092 were excluded because they were not related to the study subjects, article type, or study purpose. 97 full texts needed to be downloaded, of which 48 were excluded after initial examination because of unqualified article quality or lack of important data. Finally, 49 publications that fully satisfied the inclusion criteria and were of sufficient quality were included in our meta-analysis. Figure 1 depicts the retrieval procedure mentioned previously.

3.2. Characteristics of the Included Studies

The key features of the 49 studies included in the meta-analysis are shown in Table 1. With regard to breast cancer, 29 studies were included, including 9 cohort studies; 937,252 people were followed up for 5-15 years, and finally 8,146 people had breast cancer; 20 case-control studies, involving 18,915 cases and 27,660 controls; 19 studies on diets or supplements, 6 studies on serum, and 7 studies on plasma. For cervical cancer, 10 studies were included, including 1 cohort study; 299,649 people were followed up for 5-15 years, and finally 1,070 people had cervical cancer; 9 case-control studies involving 2682 cases and 5,305 controls; 9 studies on diets or supplements, 2 studies on serum, and 1 study on plasma. For ovarian cancer, 10 studies were included, including 1 cohort study with 97,275 individuals followed up for 8-15 years resulting in 280 ovarian cancers; 9 case-control studies with 3,766 cases and 9,316 controls; 10 studies on meals or supplements and 1 study on plasma. Studies were published between 1988 and 2021. All included research was adjusted for multivariate covariates, such as age, smoking, sex, drinking, relevant genetic history of cancer, marriage and childbearing history, menstrual history, and energy intake. The NOS was graded on a scale of 6 to 8.

3.3. Association of Diet Consumption of Vitamin A or Supplements with Risk of Three Cancers in Women

In terms of diet or supplements, a sum of 41 sets of data from 37 researches was considered. Forest plot results showed that high intake of dietary vitamin A or supplements significantly () reduced a woman’s risk of three cancers by 17% (, 95% CI 0.76-0.90; Figure 2). Because of the high heterogeneity (, ), we chose a random-effects model for pooling. We subgroup analyzed the kind of cancer and discovered a significant inverse relationship between high vitamin A consumption and breast cancer incidence (, 95% CI 0.76-0.93; Figure 3(a)) and ovarian cancers (, 95% CI 0.72-0.92; Figure 3(a)) and a nonsignificant inverse association with the cervical cancer risk (, 95% CI 0.59-1.02; Figure 3(a)). In addition, we subgroup analyzed the type of study; cohort studies (, 95% CI 0.90-1.03; Figure 3(b)) found that a higher vitamin A consumption might lower the incidence of three malignancies marginally but not considerably, and case-control studies (, 95% CI 0.67-0.83; Figure 3(b)) found that higher consumption can significantly lower the incidence of three cancers. Then, we subgroup analyzed according to diet or supplements, and high dietary vitamin A (, 95% CI 0.76-0.91; Figure 3(c)) consumption and diet plus supplements (, 95% CI 0.70-0.93; Figure 3(c)) were all able to significantly reduce the incidence of three cancers in women, and supplements (, 95% CI 0.51-1.01; Figure 3(c)) lower their risk but not significantly. Finally, we made subgroup analysis based on the geographic region of the study area, including Asia (, 95% CI 0.29-0.86; Figure 3(d)), Europe (, 95% CI 0.82-1.01; Figure 3(d)), North America (, 95% CI 0.75-0.91; Figure 3(d)), and Oceania (, 95% CI 0.80-1.77; Figure 3(d)). The findings revealed that a higher diet and supplement consumption considerably lowered the incidence of all three malignancies in women in North America and Asia, but no significant association was found in Oceania and Europe.

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(b)

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(d)

3.4. The Relationship between Circulating Vitamin A Concentrations and the Risk of Three Malignancies in Women

Regarding circulation, we included a total of 16 studies with 17 sets of data. Forest plot results showed that high concentrations of circulating vitamin A (, 95% CI 0.86-1.09, ; Figure 4) were not associated with cancer risk in women. Since there was no significant heterogeneity (, ), we chose the fixed-effects model to combine effect sizes. Our subgroup analysis by types of malignant tumor found that high concentrations of circulating vitamin A were not significantly associated with the incidence of breast (, 95% CI 0.87-1.14; Figure 5(a)) and cervical malignant tumor (, 95% CI 0.71-1.12; Figure 5(a)). Furthermore, we subgroup analyzed by type of study, and the case-control studies (, 95% CI 0.85-1.09; Figure 5(b)) found that high concentrations of circulating vitamin A were not significantly associated with cancer incidence in women. Then, we subgroup analyzed serum or plasma concentrations and found no significant association between high serum vitamin A concentrations (, 95% CI 0.78-1.19; Figure 5(c)) and high plasma vitamin A concentrations (, 95% CI 0.86-1.19; Figure 5(c)) and the risk of malignant tumor in women. Finally, we performed a subgroup analysis according to geographic location at the study site, and circulating vitamin A concentrations were not associated with the risk of these three cancers in North American (, 95% CI 0.82-1.16; Figure 5(d)), European (, 95% CI 0.89-1.42; Figure 5(d)), and Asian women (, 95% CI 0.71-1.15; Figure 5(d)) but were significantly negatively associated with the incidence of these three cancers in Oceania women (, 95% CI 0.28-0.89; Figure 5(d)). Table 2 summarizes the above meta-analysis findings.

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(b)

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3.5. Publication Bias and Sensitivity Analysis

In order to determine if there was publication bias in the combined data, we utilized Begg’s funnel plot and Begg’s test. Firstly, the combined results of diet and supplement and risk of cancer were evaluated. Begg’s funnel plot seemed to have slight asymmetry (Figure 6(a)). The result of Begg’s test was . Since , it further indicated that there might be some publication bias in our study results. The test of the combined results of circulating vitamin A concentration and cancer risk showed that Begg’s funnel plot was basically symmetrical (Figure 6(b)), and Begg’s test result was . Since , there was no publication bias. Finally, we performed a sensitivity analysis of the findings (Figures 6(c) and 6(d)), and by removing each study, the pooled OR fluctuated within a certain range without particularly obvious changes, indicating that our findings were more stable.

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4. Discussion

ROS are metabolic byproducts produced by tissues and cells as they consume ingested oxygen [42]. According to earlier research, ROS is directly linked to the initiation and growth of malignant tumors, and tumor cells create more ROS than normal cells do. Increased ROS levels can lead to DNA, protein, and lipid damage [43, 44]. As a signaling molecule in cancer, ROS has the effects of antiapoptosis, promoting cancer cell metastasis and angiogenesis, and even blocking differentiation [45]. ROS accumulation can damage DNA and lead to genomic instability in cancer, increasing the resistance to chemotherapeutic drugs and the chance of cancer recurrence [46]. The main function of antioxidants is to reduce ROS levels, prevent excessive ROS accumulation, and maintain a dynamic balance between oxidation and reduction [45]. Antioxidants are divided into two main classes, one endogenous and the other exogenous. Endogenous antioxidants are represented by glutathione, which prevents DNA damage and plays an important role in preventing tumor initiation [47, 48]. Exogenous antioxidants are mainly antioxidant substances that people supplement through diet or drugs, of which the vitamin family plays an important role, such as vitamins A, C, and E. We used the meta-analysis to investigate the effect of vitamin A on the risk of the three major cancers in women and to clarify its potential anticancer value.

Vitamin A is a fat-soluble micronutrient and a powerful antioxidant that controls oxidative stress and retards cancer progression [27]. It is crucial for protecting vision, maintaining the integrity of the skin and mucous membranes, maintaining and promoting immunity, promoting growth and development, and maintaining reproductive function [49, 50]. Despite being abundantly found in meat products and a wide range of vegetables and fruits, vitamin A is still insufficient in a significant portion of the global population [51, 52]. Therefore, it is critical to investigate the relationship between vitamin A consumption and the risk of breast, cervical, and ovarian cancer in women, which has significant public health implications. We pooled clinical studies of dietary vitamin A or supplements and circulating vitamin A and the risk of these three cancers by including a total of 49 studies through an extensive search. Further subgroup analysis was done in accordance with the type of cancer, type of study, geographical location, and type of diet or circulation.

Our findings show that high intake of dietary vitamin A and supplements can considerably lower the incidence of three cancers in women. We then subgroup analyzed according to cancer type, study type, geographical location, and diet or supplement. High vitamin A consumption reduces the incidence of ovarian and breast cancer considerably, and the same conclusion can be drawn for both diet and diet plus supplements. Although the cohort study results showed no significant correlation between the two, it may be due to loss to follow-up bias and confounding bias. High vitamin A intake in Asia and North America can greatly lower the risk of these three cancers. Furthermore, in terms of circulating vitamin A, the findings showed that high amounts of circulating vitamin A were not significantly connected with the incidence of the three cancers in women. All results of the subgroup analysis were consistent, and no association was found between them. In summary, higher dietary vitamin A and supplements can considerably lower the incidence of these three cancers and deserve deeper exploration. However, there is no correlation between plasma or serum vitamin A concentrations and the risk of the disease, which is worthy of further verification of this conclusion.

We will further discuss the underlying mechanisms and associated evidence for vitamin A (retinol) in the prevention of cervical, breast, and ovarian cancer. In the past century, retinol and its derivatives have attracted much attention due to their wide range of physiological functions, which can affect cell differentiation, proliferation, and apoptosis, further affect individual growth and aging, and play a vital physiological role in a variety of biological activities [53]. The occurrence and development of tumors are closely related to the dysregulation of retinoid signaling pathway [54]. It has been shown that the bioavailability of intracellular retinoids is regulated by specific cytoplasmic retinol and retinoic acid-binding proteins (CRBPs and CRABPs) [55, 56]. In breast, ovarian, and nasopharyngeal carcinomas, CRBP-1 downregulation is linked to malignant phenotypes [55]. In vitro, CRBP-1 reexpression improved retinol sensitivity while decreasing the viability of ovarian cancer cells [57]. Vitamin A derivatives are crucial cell-permeable signaling agents that activate nuclear receptors to control gene expression [58]. It has also been shown that there is a synergistic effect between carotenoids and vitamin A and chemotherapy agents to promote breast cancer cell apoptosis and inhibit breast cancer cell proliferation [59, 60]. Therefore, retinol derivatives have great potential for the treatment and prevention of malignant tumors and deserve further study of their role in clinical practice, especially as a combination therapy with chemotherapeutic drugs.

Several meta-analyses have previously been conducted to investigate the link between dietary or circulating vitamin A and the incidence of breast, ovarian, or cervical cancer. In 2011, Fulan et al. did a meta-analysis of diet vitamin A intake and breast cancer incidence, discovering that high vitamin A intake lowers the incidence of breast cancer by 17%, which is similar to our findings [61]. The results of Hu et al.’s meta-analysis on the relationship between plasma vitamin A and the incidence of breast malignant tumor and our findings are in agreement. They discovered no association between plasma vitamin A and the incidence of breast malignant tumor [40]. Zhang et al. conducted a meta-analysis of vitamin A and cervical cancer incidence in 2012 and found that high diet consumption of vitamin A was able to lower the incidence of cervical cancer, and the conclusion was consistent with ours. However, they discovered a substantial negative relationship between the incidence of cervical cancer and circulating vitamin A concentrations, while we did not find an association between the two, possibly due to the bias caused by the small number of articles they included [34]. Wang published a meta-analysis of diet vitamin A and ovarian cancer incidence in 2020, which indicated a substantial inverse association between dietary vitamin A and ovarian cancer incidence, which agrees with our study [36]. In conclusion, our study’s findings are almost consistent compared with the previous ones, but more literature in recent years is included, which is more persuasive.

We discovered heterogeneity in the combined data of dietary and vitamin A supplements with the risk of the three cancers in women (, ), while there was no apparent heterogeneity in the combined data of circulating vitamin A (, ). In meta-analysis, heterogeneity is inescapable, and it is our crucial responsibility to identify and investigate its causes. Firstly, when the heterogeneity is large, we choose the random-effects model for effect size combination; secondly, we determine the source of heterogeneity through detailed subgroup analysis. For diet and supplements, we subgroup analyzed by tumor type and found that the heterogeneity of ovarian cancer combined was low, and the heterogeneity of cervical cancer and breast cancer was high; we subgroup analyzed by study type and found that the heterogeneity of the cohort study combined was low, while the heterogeneity of case-control study was high; we subgroup analyzed by diet or supplements and found that the heterogeneity of diet combined was high, while the heterogeneity of supplement was low; finally, we conducted a subgroup analysis by geographic location and discovered that the heterogeneity was high in Asia and low in North America, Oceania, and Europe. Furthermore, various objective factors, such as ethnicity, nutritional structure, economic development status, and HPV vaccination status, may enhance heterogeneity. This may be followed by heterogeneity due to nonuniform methods and details of the study itself and inconsistency between diet and vitamin A concentration assessment tools or scales. The inconsistency in the specific dose limit for high intake and low intake is an important cause of heterogeneity. Therefore, strict and unified inclusion and exclusion criteria, large multicenter randomized controlled trials, or cohort studies are needed to more clarify the relationship between vitamin A and the three cancers in women. We tested the studies used for our meta-analysis for bias by Begg’s tests and Begg’s funnel plots and found that there may be some publication bias. The reason may be that we only searched the English language database and not the databases of other language kinds, resulting in some studies not being included. It is also possible that there were some unpublished results that we could not retrieve and include. As a result, our findings should be interpreted with care.

Our meta-analysis has several strengths. First, we examined for the first time the relationship between vitamin A intake and the incidence of three forms of malignant tumors in women, taking into account not only dietary but also supplements, as well as serum and plasma; second, we examined the references of relevant meta-analyses and reviews on the basis of searching databases to prevent missing studies as much as possible; third, our meta-analysis includes 49 papers with a large number of controls and cases to acquire more credible results; fourth, we conducted an in-depth subgroup analysis based on type of cancer, type of study, diet or supplements, serum or plasma, and geographical location; and fifth, all of the selected researches were adjusted for multivariate covariates to reduce confounding bias.

We acknowledge that this meta-analysis has the following insufficiencies. Firstly, the language of the included research was confined to English, which may cause bias; secondly, the studies had some publication bias, although we explored the source of bias; thirdly, although the included studies were adjusted for covariates, there may still be the effect of other confounders; fourthly, although the specific dose or concentration ingested in each study was stated, a meta-analysis of dose response was not performed; and fifthly, the food and vitamin A conversion scales or tools were not uniform, and the specific dose of high and low intake was different and not uniform.

A high vitamin A consumption can lower the incidence of cervical, breast, and ovarian cancer. Although we recommend that women prevent these three cancers by appropriately increasing vitamin A, we must explain the toxic side effects of huge doses. Acute poisoning occurs when adults take more than 1 million IU of vitamin A each time and children take more than 300,000 IU each time. High levels of vitamin A (100,000-200,000 IU) is frequently used in relevant clinical trials, which raises our concerns about the toxicity of excessive intake of vitamin A. Cases have been reported in which excessive intake of vitamin A can lead to acute toxic reactions, including headache, nausea, vomiting, diarrhea, blurred vision, depression and anxiety, and other symptoms of nerve damage [62–65]. In addition, studies have shown teratogenic effects in pregnant women ingesting large amounts of vitamin A [66]. Therefore, within the range of acceptable doses, we advise adequately increasing vitamin A consumption, particularly by increasing dietary intake of fruits, vegetables, and meat food.

5. Conclusion

In North American and Asian populations, higher dietary consumption of vitamin A or supplements lowers the incidence of three cancers in women, with breast and ovarian cancers being more significant. However, high circulating vitamin A concentrations were not significantly linked to the incidence of the three malignancies. Moderate increases in dietary vitamin A intake or supplements are recommended to prevent the development of these cancers in high-risk groups for these three cancers. From this point of view, vitamin A, as one of the typical antioxidants, has a promising medical application, and multicenter prospective cohort studies or large randomized controlled trials are encouraged to verify the above conclusions.

Data Availability

Data resulting from this study may be obtained from the corresponding author upon reasonable request.

Conflicts of Interest

The authors affirm that their study does not present a conflict of interest.

Authors’ Contributions

Xiaoyong Han and Rangyin Zhao designed this research; Yongfeng Wang and Bin Liu conducted the literature search; Xiaohong Chen and Shixun Ma gathered the necessary data; Miao Yu and Dongzhi Zhang made the statistical analyses; Xiaoyong Han and Rangyin Zhao wrote the article; and Haizhong Ma and Hui Cai checked the paper. Xiaoyong Han and Rangyin Zhao contributed equally to this work.

Acknowledgments

Our study was supported by the following projects: the 2021 Central-Guided Local Science and Technology Development Fund (ZYYDDFFZZJ-1), the Gansu Key Laboratory of Molecular Diagnosis and Precision Treatment of Surgical Tumors (18JR2RA033), the Key Laboratory of Gastrointestinal Cancer Diagnosis and Treatment of National Health Commission (2019PT320005), the Key Talent Project of Gansu Province of the Organization Department of Gansu Provincial Party Committee (2020RCXM076), and the Guiding Plan for Scientific and Technological Development of Lanzhou (2019-ZD-102).

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