Increased Prevalence of Diabetes and Obesity in Patients With Salivary Gland Tumors

Suba, Zsuzsanna; Barabás, József; Szabó, György; Takács, Dániel; Ujpál, Márta

doi:10.2337/diacare.28.1.228

Cited by 19 publications

(8 citation statements)

References 5 publications

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“…This fact is supported by several studies in literature [2]. The third and fourth rules state that there is a connection of Maligant neoplasm of major salivary gland and other maligant lymphomas with TIIDM, which is supported by a study in [10] where an increased prevalence of diabetes was found in patients with salivary gland tumour. A chronic viral hepatitis B was found to be in connection with TIIDM in the fifth rule [7].…”

Section: Resultssupporting

confidence: 75%

Data Mining Big Data Inpatient Database Using Cuckoo Search

Mlakar¹,

Fister²,

Markovıć³

2017

StuCoSReC. Proceedings of the 2017 4th Student Computer Science Research Conference.

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This paper investigates data mining in a medical dataset by using the stochastic population-based nature-inspired Cuckoo search algorithm. Particularly, association rules are mined by applying an objective function composed of support and confidence weighted by two parameters for controlling the importance of each measure. The rules are mined in a Nationwide Inpatient Sample dataset, which is a collection of discharge records of several hospitals in the USA. Only those records, where a patient was diagnosed with Type II diabetes mellitus were extracted for association rule mining. The results show that the found rules are simple, easy to understand and also interesting, as they were verified with actual clinical studies. The results obtained can be beneficial to either doctors or insurance companies.

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Section: Resultssupporting

confidence: 75%

Data Mining Big Data Inpatient Database Using Cuckoo Search

Mlakar¹,

Fister²,

Markovıć³

2017

StuCoSReC. Proceedings of the 2017 4th Student Computer Science Research Conference.

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“…Suba et al (20) reported that malignant tumours were nonsignificantly more common among obese (27.8%) than nonobese (23.5%) salivary gland tumour patients. Similarly, Muskat and Wynder reported that low relative to high BMI decreased risk of the disease among men (19).…”

Section: Discussionmentioning

confidence: 97%

Salivary Gland Cancer: An Exploratory Analysis of Dietary Factors

Forrest

Campbell

Kreiger

et al. 2008

Nutrition and Cancer

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This study was an exploratory analysis of dietary and other risk factors for primary salivary gland cancer in a population-based case-control study in Ontario, Canada. Cases were men and women diagnosed between 1995 and 1996 with a first primary cancer of the salivary gland, identified through the Ontario Cancer Registry. Controls were an age-matched random sample of the population of Ontario, identified through property assessment files. Cases (n = 91) and controls (n = 1897) completed a self-administered questionnaire with information on diet, smoking, height and weight, and other lifestyle and socio-demographic factors. Multivariate logistic regression was used to estimate odds ratios (ORs) and corresponding 95% confidence intervals (CIs). Among dietary variables, high relative to low intakes of alcohol (OR: 1.26; 95% CI: 0.68-2.35), fruits (OR: 1.26; 95% CI: 0.68-2.33), sweets (OR: 1.66; 95% CI: 0.85-3.25), dairy (OR: 1.41; 95% CI: 0.77-2.58), and starchy foods (OR: 1.78; 95% CI: 0.96-3.3) were associated with non-statistically significant increased risk of salivary gland cancer; whereas vegetables and meats were linked with non-statistically significant decreased risks of the disease. Among non-diet factors, male sex, obese BMI, exposure to occupational radiation, family history of cancer, and household income were suggestive of increased disease risk. Future work with larger numbers of cases are needed to further explore these associations.

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“…A hospital-based case-control study of 128 cases and 114 controls reported a nonsignificantly decreased OR associated with low BMI compared with high BMI in men [30]. A study on 224 cases of salivary gland tumors (58 were malignant) and 214 nontumor controls (undergoing dental surgery) found that 45.5% cases were obese compared with 17.7% obese controls ( p < 0.001) [31]. Although this relation needs to be confirmed by additional larger studies, our study provides further evidence that salivary gland cancer is associated with obesity.…”

Section: Discussionmentioning

confidence: 99%

A Case-Control Study of Risk Factors for Salivary Gland Cancer in Canada

Pan

Groh

Morrison

2017

Journal of Cancer Epidemiology

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Aim. To assess the effect of various lifestyle risk factors on the risk of salivary gland cancer in Canada using data from a population-based case-control study. Methods. Data from a population-based case-control study of 132 incident cases of salivary gland cancer and 3076 population controls were collected through self-administered questionnaire and analysed using unconditional logistic regression. Results. Four or more servings/week of processed meat product was associated with an adjusted odds ratio (OR) and corresponding 95% confidence interval (CI) of 1.62 (1.02–2.58). Nonsignificantly increased ORs were also related to obesity, >7 drinks/week of alcohol consumption, and occupational exposure to radiation. Furthermore, nonsignificantly decreased ORs were found to be associated with high education level (>12 years) (OR = 0.65), high consumption of spinach/squash (OR = 0.62) and all vegetables/vegetable juices (OR = 0.75), and >30 sessions/month of recreational physical activity (OR = 0.78). Conclusions. This study suggests positive associations with consumption of processed meat, smoking, obesity, alcohol drinking, and occupational exposure to radiation as well as negative associations with higher education, consumption of spinach/squash, and physical activity, which suggest a role of lifestyle factors in the etiology of salivary gland cancer. However, these findings were based on small number of cases and were nonsignificant. Further larger studies are warranted to confirm our findings.

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Increased Prevalence of Diabetes and Obesity in Patients With Salivary Gland Tumors

Cited by 19 publications

References 5 publications

Data Mining Big Data Inpatient Database Using Cuckoo Search

Data Mining Big Data Inpatient Database Using Cuckoo Search

Salivary Gland Cancer: An Exploratory Analysis of Dietary Factors

A Case-Control Study of Risk Factors for Salivary Gland Cancer in Canada

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