Food allergy: What are people looking for? An infodemiology study

IF 4.6 2区 医学 Q2 ALLERGY Clinical and Translational Allergy Pub Date : 2023-12-20 DOI:10.1002/clt2.12322
Karla Robles-Velasco, Matias Panchana-Lascano, Flavio Veintemilla-Burgos, Romina Hinostroza, Jonathan A. Bernstein, Ivan Cherrez-Ojeda
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We conducted several searches on GTr (http://trends.google.com) on April 1st, 2023. The data was downloaded and compiled at once across 10 countries from January 1, 2012, to December 31, 2022. Based on a literature review indicating high prevalence in various countries three different types of food were selected as the primary allergens.<span><sup>4</sup></span> These allergens were used as search topics in GTr, and include: “milk allergy,” “peanut allergy,” and “shellfish allergy.” The countries were selected using GTr performing a search for “Food allergy” as a topic with the \"worldwide\" category, we analyzed the countries with a relative search volume (RSV) score higher than 50. Ten countries were included: Australia, Canada, Finland, Hungary, Ireland, Netherlands, New Zealand, Philippines, Singapore, and the USA. Ten different searches were performed, one search for each of the 10 countries. Each search containing the three allergens, and done under the category “Health” in GTr. RSV is a value that expresses the relation between a specific search concerning the overall searches on Google at a specific time among other modifiable variables. RSV ranges between 100 and 0 in descending order, the former being a high popularity and the latter a low one. For this study, search volume trends and interest over time were developed using Statistical Package for Social Science (version 21.0; SPSS).</p><p>Over the years, there has been a noticeable growth in people's interest in searching about “food allergy” as a topic of search, as evidenced by increased Google search trends from 2012 to 2022 in the 10 countries examined. Although the interest in peanut allergy has been relatively low in the last decade, in the last 2 years there has been a prominent increase in searches in Australia, the USA, Finland, the Netherlands, and New Zealand. On the other hand, there was a decreasing interest in Canada, Hungary, Ireland, and the Philippines. Milk allergy was the most searched topic in 6 out of 10 countries of interest, with a sharp spike since 2021 in Canada, the USA, and Australia. In contrast, “shellfish allergy” showed the lowest RSV, being only searched mainly in the Philippines and Singapore (Figure 1).</p><p>The related queries with the most interest were different terms and definitions for allergy, such as “allergy,” “allergies,” “food allergy,” and “peanut allergy.” Among the most searched signs and symptoms were “rash,” “eczema,” “urticaria,” and “anaphylaxis.” The country with the highest searches for signs and symptoms was the US, and the allergen was shellfish. There was a high interest in searching for some related diseases to milk allergy, including “lactose intolerance,” “dairy intolerance” and “celiac disease.” The countries that most sought diagnostic methods were Ireland and Hungary, with queries such as “food allergy test” and “food intolerance testing.” “Baby” and “toddler” were the age-related searches, the first being included in the top five searched entities in eight out of 10 countries. “Epinephrine,” “immunoglobulin,” “cetirizine,” and “antihistamine” were identified within the therapeutic queries with the highest RSV in the Philippines (Table 1).</p><p>Google is a tool for gathering information.<span><sup>3</sup></span> With the birth of GTr, researchers in the field of infodemiology have been using this tool to analyze the population's behavior. In the medical field, some examples are forecasting epidemiological traits of allergic rhinitis, establishing correlation between asthma hospitalizations and common cold, revealing spikes of interest in nasal polyps, among many others.<span><sup>5-7</sup></span> The spike of interest in milk allergy in 2021 for 6 out of the 10 selected countries might be related to the findings of a study in the UK<span><sup>8</sup></span> which showed that cow's milk allergy may be the root of three-quarters of newborns' two or more allergic symptoms at some point in the first year of life. Another possible reason for the trending phenomenon may be the hospitalizations and deaths of infants in the USA because of contaminated Abott baby formula products in May of 2022.<span><sup>9</sup></span> The worldwide prevalence of shellfish allergy ranges from 0.2% to 0.6%, but this number is much higher in the Asia-Pacific region.<span><sup>10</sup></span> Within this area, teenagers in the Philippines and Singapore report the highest prevalence of this allergy, with 5.12% and 5.13% respectively.<span><sup>10</sup></span> This data correlates with our findings. Food allergy, particularly IgE-mediated, can present with clinical manifestations in different systems.<span><sup>11</sup></span> “Hive,” “rash,” “eczema,” and “anaphylaxis” were the most searched clinical signs in our study. This shows that users have a concern for cutaneous manifestations and life-threatening ones. The current management of FA relies on the avoidance of allergens, preparedness to promptly address allergic reactions, and interventions to alleviate symptoms, including the administration of antihistamines and immunotherapy.<span><sup>11</sup></span> We found a considerable level of interest in the 10 chosen countries regarding food alternatives such as “almond milk” and “soy milk,” as well as “epinephrine” due to its critical role as the primary therapeutic intervention for anaphylaxis, an acute and potentially life-threatening allergic reaction.<span><sup>12</sup></span></p><p>The findings of this study show how GTr is a powerful tool that can be used to determine the user's interest in FA and how this interest can fluctuate. This study is the first of its kind, analyzing data from what people search in the web regarding FA. Similarly to other infodemiology studies, by incorporating real-world data in a nationwide perspective, its findings may be useful for policymakers or guideline developers. Making public health information interesting and engaging, is essential for effective communication and overall success of health initiatives.</p><p><b>Karla Robles-Velasco</b>: Conceptualization (equal); data curation (equal); formal analysis (equal); funding acquisition (equal); investigation (equal); methodology (equal); project administration (equal); resources (equal); supervision (equal); validation (equal); visualization (equal); writing – original draft (equal); writing – review &amp; editing (equal). <b>Matias Panchana-Lascano</b>: Conceptualization (equal); data curation (equal); formal analysis (equal); investigation (equal); methodology (equal); project administration (equal); resources (equal); software (equal); writing – original draft (equal); writing – review &amp; editing (equal). <b>Flavio Veintemilla-Burgos</b>: Conceptualization (equal); data curation (equal); formal analysis (equal); investigation (equal); methodology (equal); project administration (equal); writing – original draft (equal); writing – review &amp; editing (equal). <b>Romina Hinostroza</b>: Conceptualization (equal); data curation (equal); formal analysis (equal); investigation (equal); methodology (equal); visualization (equal); writing – original draft (equal); writing – review &amp; editing (equal). <b>Jonathan A. Bernstein</b>: Conceptualization (equal); data curation (equal); formal analysis (equal); investigation (equal); methodology (equal); project administration (equal); validation (equal); visualization (equal); writing – original draft (equal); writing – review &amp; editing (equal). <b>Ivan Cherrez-Ojeda</b>: Conceptualization (equal); data curation (equal); formal analysis (equal); funding acquisition (equal); investigation (equal); methodology (equal); project administration (equal); resources (equal); software (equal); supervision (equal); validation (equal); visualization (equal); writing – original draft (equal); writing – review &amp; editing (equal).</p><p>The authors declare that there is no conflict of interest regarding the publication of this paper.</p><p>Universidad Espiritu Santo, Grant/Award Number:2023-MED-008</p>","PeriodicalId":10334,"journal":{"name":"Clinical and Translational Allergy","volume":"13 12","pages":""},"PeriodicalIF":4.6000,"publicationDate":"2023-12-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/clt2.12322","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Clinical and Translational Allergy","FirstCategoryId":"3","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/clt2.12322","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ALLERGY","Score":null,"Total":0}
引用次数: 0

Abstract

Food allergy (FA), an immunoglobulin E (IgE) reaction, is rising steadily over time.1 FA is present in 10% of the population, varying according to region.2 Google's search engine has become a significant source of medical information; however, this information varies in quality. Google Trends (GTr) is a free online service that gives users access to current and historical data on Google searches from 2004 up to the present.3

This study aims to assess the public interest and information-seeking behavior regarding food allergies over a specified period. We conducted several searches on GTr (http://trends.google.com) on April 1st, 2023. The data was downloaded and compiled at once across 10 countries from January 1, 2012, to December 31, 2022. Based on a literature review indicating high prevalence in various countries three different types of food were selected as the primary allergens.4 These allergens were used as search topics in GTr, and include: “milk allergy,” “peanut allergy,” and “shellfish allergy.” The countries were selected using GTr performing a search for “Food allergy” as a topic with the "worldwide" category, we analyzed the countries with a relative search volume (RSV) score higher than 50. Ten countries were included: Australia, Canada, Finland, Hungary, Ireland, Netherlands, New Zealand, Philippines, Singapore, and the USA. Ten different searches were performed, one search for each of the 10 countries. Each search containing the three allergens, and done under the category “Health” in GTr. RSV is a value that expresses the relation between a specific search concerning the overall searches on Google at a specific time among other modifiable variables. RSV ranges between 100 and 0 in descending order, the former being a high popularity and the latter a low one. For this study, search volume trends and interest over time were developed using Statistical Package for Social Science (version 21.0; SPSS).

Over the years, there has been a noticeable growth in people's interest in searching about “food allergy” as a topic of search, as evidenced by increased Google search trends from 2012 to 2022 in the 10 countries examined. Although the interest in peanut allergy has been relatively low in the last decade, in the last 2 years there has been a prominent increase in searches in Australia, the USA, Finland, the Netherlands, and New Zealand. On the other hand, there was a decreasing interest in Canada, Hungary, Ireland, and the Philippines. Milk allergy was the most searched topic in 6 out of 10 countries of interest, with a sharp spike since 2021 in Canada, the USA, and Australia. In contrast, “shellfish allergy” showed the lowest RSV, being only searched mainly in the Philippines and Singapore (Figure 1).

The related queries with the most interest were different terms and definitions for allergy, such as “allergy,” “allergies,” “food allergy,” and “peanut allergy.” Among the most searched signs and symptoms were “rash,” “eczema,” “urticaria,” and “anaphylaxis.” The country with the highest searches for signs and symptoms was the US, and the allergen was shellfish. There was a high interest in searching for some related diseases to milk allergy, including “lactose intolerance,” “dairy intolerance” and “celiac disease.” The countries that most sought diagnostic methods were Ireland and Hungary, with queries such as “food allergy test” and “food intolerance testing.” “Baby” and “toddler” were the age-related searches, the first being included in the top five searched entities in eight out of 10 countries. “Epinephrine,” “immunoglobulin,” “cetirizine,” and “antihistamine” were identified within the therapeutic queries with the highest RSV in the Philippines (Table 1).

Google is a tool for gathering information.3 With the birth of GTr, researchers in the field of infodemiology have been using this tool to analyze the population's behavior. In the medical field, some examples are forecasting epidemiological traits of allergic rhinitis, establishing correlation between asthma hospitalizations and common cold, revealing spikes of interest in nasal polyps, among many others.5-7 The spike of interest in milk allergy in 2021 for 6 out of the 10 selected countries might be related to the findings of a study in the UK8 which showed that cow's milk allergy may be the root of three-quarters of newborns' two or more allergic symptoms at some point in the first year of life. Another possible reason for the trending phenomenon may be the hospitalizations and deaths of infants in the USA because of contaminated Abott baby formula products in May of 2022.9 The worldwide prevalence of shellfish allergy ranges from 0.2% to 0.6%, but this number is much higher in the Asia-Pacific region.10 Within this area, teenagers in the Philippines and Singapore report the highest prevalence of this allergy, with 5.12% and 5.13% respectively.10 This data correlates with our findings. Food allergy, particularly IgE-mediated, can present with clinical manifestations in different systems.11 “Hive,” “rash,” “eczema,” and “anaphylaxis” were the most searched clinical signs in our study. This shows that users have a concern for cutaneous manifestations and life-threatening ones. The current management of FA relies on the avoidance of allergens, preparedness to promptly address allergic reactions, and interventions to alleviate symptoms, including the administration of antihistamines and immunotherapy.11 We found a considerable level of interest in the 10 chosen countries regarding food alternatives such as “almond milk” and “soy milk,” as well as “epinephrine” due to its critical role as the primary therapeutic intervention for anaphylaxis, an acute and potentially life-threatening allergic reaction.12

The findings of this study show how GTr is a powerful tool that can be used to determine the user's interest in FA and how this interest can fluctuate. This study is the first of its kind, analyzing data from what people search in the web regarding FA. Similarly to other infodemiology studies, by incorporating real-world data in a nationwide perspective, its findings may be useful for policymakers or guideline developers. Making public health information interesting and engaging, is essential for effective communication and overall success of health initiatives.

Karla Robles-Velasco: Conceptualization (equal); data curation (equal); formal analysis (equal); funding acquisition (equal); investigation (equal); methodology (equal); project administration (equal); resources (equal); supervision (equal); validation (equal); visualization (equal); writing – original draft (equal); writing – review & editing (equal). Matias Panchana-Lascano: Conceptualization (equal); data curation (equal); formal analysis (equal); investigation (equal); methodology (equal); project administration (equal); resources (equal); software (equal); writing – original draft (equal); writing – review & editing (equal). Flavio Veintemilla-Burgos: Conceptualization (equal); data curation (equal); formal analysis (equal); investigation (equal); methodology (equal); project administration (equal); writing – original draft (equal); writing – review & editing (equal). Romina Hinostroza: Conceptualization (equal); data curation (equal); formal analysis (equal); investigation (equal); methodology (equal); visualization (equal); writing – original draft (equal); writing – review & editing (equal). Jonathan A. Bernstein: Conceptualization (equal); data curation (equal); formal analysis (equal); investigation (equal); methodology (equal); project administration (equal); validation (equal); visualization (equal); writing – original draft (equal); writing – review & editing (equal). Ivan Cherrez-Ojeda: Conceptualization (equal); data curation (equal); formal analysis (equal); funding acquisition (equal); investigation (equal); methodology (equal); project administration (equal); resources (equal); software (equal); supervision (equal); validation (equal); visualization (equal); writing – original draft (equal); writing – review & editing (equal).

The authors declare that there is no conflict of interest regarding the publication of this paper.

Universidad Espiritu Santo, Grant/Award Number:2023-MED-008

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食物过敏:人们在寻找什么?信息学研究
食物过敏(FA)是一种免疫球蛋白 E(IgE)反应,其发病率随着时间的推移而持续上升。2 谷歌搜索引擎已成为医疗信息的重要来源,但这些信息的质量参差不齐。谷歌趋势(GTr)是一项免费的在线服务,用户可以通过它获取从 2004 年至今谷歌搜索的当前和历史数据。我们于 2023 年 4 月 1 日在 GTr (http://trends.google.com) 上进行了多次搜索。从 2012 年 1 月 1 日至 2022 年 12 月 31 日,我们一次性下载并汇编了 10 个国家的数据。4 这些过敏原被用作 GTr 的搜索主题,包括4 这些过敏原被用作 GTr 的搜索主题,包括:"牛奶过敏"、"花生过敏 "和 "贝类过敏"。通过 GTr 以 "全球 "类别搜索 "食物过敏 "作为主题来选择国家,我们分析了相对搜索量(RSV)得分高于 50 的国家。其中包括 10 个国家:澳大利亚、加拿大、芬兰、匈牙利、爱尔兰、荷兰、新西兰、菲律宾、新加坡和美国。共进行了 10 次不同的搜索,10 个国家各一次。每个搜索都包含三种过敏原,并且是在 GTr 的 "健康 "类别下进行的。 RSV 是一个值,表示特定搜索与特定时间内 Google 上其他可修改变量的总体搜索之间的关系。RSV 值从高到低依次在 100 和 0 之间,前者表示受欢迎程度高,后者表示受欢迎程度低。在本研究中,使用社会科学统计软件包(21.0 版;SPSS)对搜索量趋势和兴趣随时间的变化进行了分析。多年来,人们对 "食物过敏 "这一搜索主题的兴趣明显增加,这从 2012 年至 2022 年 10 个国家的谷歌搜索趋势增长中可见一斑。虽然在过去十年中,人们对花生过敏的兴趣相对较低,但在过去两年中,澳大利亚、美国、芬兰、荷兰和新西兰的搜索量显著增加。另一方面,加拿大、匈牙利、爱尔兰和菲律宾对花生过敏的兴趣却在下降。在 10 个相关国家中,牛奶过敏是 6 个国家中搜索次数最多的话题,其中加拿大、美国和澳大利亚的搜索次数自 2021 年以来急剧上升。相比之下,"贝类过敏 "显示出最低的 RSV,主要只在菲律宾和新加坡被搜索(图 1)。最感兴趣的相关查询是过敏的不同术语和定义,如 "过敏"、"过敏"、"食物过敏 "和 "花生过敏"。搜索次数最多的体征和症状包括 "皮疹"、"湿疹"、"荨麻疹 "和 "过敏性休克"。搜索体征和症状最多的国家是美国,过敏原是贝类。搜索与牛奶过敏有关的一些疾病的兴趣很高,包括 "乳糖不耐症"、"奶制品不耐症 "和 "乳糜泻"。查询诊断方法最多的国家是爱尔兰和匈牙利,查询内容包括 "食物过敏测试 "和 "食物不耐受测试"。"婴儿 "和 "学步期儿童 "是与年龄相关的搜索,在 10 个国家中,有 8 个国家将前者列入搜索量前五名。在菲律宾,"肾上腺素"、"免疫球蛋白"、"西替利嗪 "和 "抗组胺药 "被确定为 RSV 最高的治疗查询(表 1)。在医学领域,一些例子包括预测过敏性鼻炎的流行病学特征、确定哮喘住院与普通感冒之间的相关性、揭示鼻息肉的关注高峰等。5-7 在 10 个选定国家中,有 6 个国家在 2021 年对牛奶过敏的关注高峰可能与英国的一项研究结果有关8 ,该研究表明,牛奶过敏可能是四分之三的新生儿在出生后第一年的某个阶段出现两种或两种以上过敏症状的根源。造成这种趋势性现象的另一个可能原因是 2022 年 5 月美国因阿博特婴儿配方奶粉产品受污染而导致的婴儿住院和死亡事件。9 全世界贝类过敏的发病率在 0.2% 到 0.6% 之间,但这一数字在亚太地区要高得多。
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来源期刊
Clinical and Translational Allergy
Clinical and Translational Allergy Immunology and Microbiology-Immunology
CiteScore
7.50
自引率
4.50%
发文量
117
审稿时长
12 weeks
期刊介绍: Clinical and Translational Allergy, one of several journals in the portfolio of the European Academy of Allergy and Clinical Immunology, provides a platform for the dissemination of allergy research and reviews, as well as EAACI position papers, task force reports and guidelines, amongst an international scientific audience. Clinical and Translational Allergy accepts clinical and translational research in the following areas and other related topics: asthma, rhinitis, rhinosinusitis, drug hypersensitivity, allergic conjunctivitis, allergic skin diseases, atopic eczema, urticaria, angioedema, venom hypersensitivity, anaphylaxis, food allergy, immunotherapy, immune modulators and biologics, animal models of allergic disease, immune mechanisms, or any other topic related to allergic disease.
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