| Literature DB >> 31664994 |
Ghodratollah Soltani1, Arash Poursheikhani2,3, Maryam Yassi1, Abdorasool Hayatbakhsh1, Matin Kerachian4,5, Mohammad Amin Kerachian6,7,8.
Abstract
BACKGROUND: Colorectal cancer (CRC) is the fourth most commonly diagnosed gastrointestinal (GI) malignancy and the third leading cause of cancer-related death worldwide. In the current case-control study, an association between diagnosis of CRC, obesity and diabetes was investigated. <br> METHODS: Demographic characteristics, colonoscopy reports, history of drug, smoking, and medical history were collected from patients referred to a colonoscopy unit. The location, size and number of the polyps were recorded during the colonoscopy. Statistically, t-test was conducted for mean comparison for the groups. Pearson's chi-squared test (χ2) was applied to categorize variables. Five classification methods based on the important clinicopathological characteristics such as age, BMI, diabetes, family history of colon cancer was performed to predict the results of colonoscopy. <br> RESULTS: Overall, 693 patients participated in this study. In the present study, 115 and 515 patients were evaluated for adenoma/adenocarcinoma and normal colonoscopy, respectively. The mean age of patients positive for adenoma or adenocarcinoma were significantly higher than the negative groups (p value < 0.001). Incidence of overweight and/or obesity (BMI > 25 kg/m2) were significantly higher in adenoma positive patients as compared to controls (49.9 and 0.9% respectively, p value = 0.04). The results also demonstrated a significant association between suffering from diabetes and having colon adenoma (OR = 1.831, 95%CI = 1.058-3.169, p value = 0.023). The experimental results of 5 classification methods on higher risk factors between colon adenoma and normal colonoscopy data were more than 82% and less than 0.42 for the percentage of classification accuracy and root mean squared error, respectively. <br> CONCLUSIONS: In the current study, the occurrence of obesity measured based on BMI and diabetes in the adenoma positive patient group was significantly higher than the control group although there was no notable association between obesity, diabetes and adenocarcinoma.Entities:
Keywords: Cancer; Diabetes; Epidemiology; Obesity; Overweight; Type 2 diabetes
Mesh:
Year: 2019 PMID: 31664994 PMCID: PMC6819551 DOI: 10.1186/s12902-019-0444-6
Source DB: PubMed Journal: BMC Endocr Disord ISSN: 1472-6823 Impact factor: 2.763
Clinicopathological feature of patient
| Variable | Number | Results, n (%) |
|---|---|---|
| Age (years), mean (SD) | 693 | 49.84 (14.63) |
| Gender | ||
| Male | 693 | 346 (49) |
| Female | 347 (51) | |
| Indication | ||
| Screening | 693 | 36 (5.2) |
| Follow-up | 116 (16.7) | |
| Diagnostic | 541 (78.1) | |
| BMI (kg/m2) | ||
| < 18.5 | 693 | 34 (4.9) |
| 18.5–24.9 | 211 (30.4) | |
| 25.0–29.9 | 260 (37.5) | |
| 30.0–34.9 | 143 (20.6) | |
| = > 35.0 | 45 (6.5) | |
| Medical history of any disease | ||
| Anemia | 102 (14.7) | |
| Asthma | 20 (2.9) | |
| Arthritis | 19 (2.74) | |
| Thyroid Disorder | 43 (6.2) | |
| Type 1 or 2 Diabetes | 91 (13.1) | |
| High Blood Pressure | 152 (21.9) | |
| High Cholesterol | 68 (12.7) | |
| Gastrointestinal symptom | 277 (32.76) | |
| Migraine | 14 (2) | |
| Heart Attack | 79 (11.4) | |
| Kidney Disease | 34 (4.9) | |
| Liver Disease | 75 (10.8) | |
| Neurological Disease | 57 (8.2) | |
| Stomach Colon Disease | 68 (9.8) | |
| Nothing | 138 (19.9) | |
| Fx of cancer | 570 (82.2) | |
| Fx of colon cancer | 125 (18.03) | |
| Fx of colon cancer (Relative) | ||
| Mother | 125 | 30 (20.4) |
| Father | 27 (18.4) | |
| Brother | 22 (15) | |
| Sister | 21 (14.3) | |
| Children | 0 | |
| Second relative | 47 (32) | |
| Personal history of any cancer | 693 | 123 (17.7) |
| Positive Hx of Drug | 53 (7.6) | |
| Positive Hx of Smoking | 131 (18.9) | |
| Positive Hx of Alcohol | 30 (3.1) | |
| Result of pathology/colonoscopy | ||
| Normal Colonoscopy | 693 | 515 (74.3) |
| Tubular adenoma | 92 (13.3) | |
| Tubulovillous adenomas | 21 (3) | |
| Villous adenoma | 2 (0.3) | |
| Sessile serrated adenoma /polyp | 4 (0.6) | |
| Serrated polyposis = Hyperplastic polyp syndrome | 0 | |
| Traditional serrated adenoma | 2 (0.3) | |
| Hyperplastic polyp | 14 (2) | |
| Adenocarcinoma | 30 (4.3) | |
| Benign | 13 (1.9) | |
| Positive polyp | 149 (21.5) | |
| Positive adenoma | 115 (16.6) | |
| Adenoma location | ||
| Anal | 115 | 2 (1.4) |
| Rectum | 27 (19.4) | |
| Sigmoid | 51 (36.7) | |
| Transvers colon | 12 (8.6) | |
| Descending colon | 15 (10.8) | |
| Ascending colon | 22 (15.8) | |
| Cecum | 6 (4.3) | |
| All of the colon | 4 (2.8) | |
| Adenoma size ≥1 | 115 | 101 (87.8) |
| High grade dysplasia | 115 | 11 (9.6) |
SD Standard deviation, n Number, BMI Body mass index, ADHD Attention deficit hyperactivity disorder, Fx Family History, Hx History
Fig. 1Location of Polyp/ Tumor in colon. Most patients had polyps or tumors in the rectosigmoid although it was not statistically significant in compare to other locations (p value = 0.1615)
Association of potential risk factors between normal colonoscopy and adenoma positive
| Normal Colonoscopy | Adenoma Positive | p value | |||
|---|---|---|---|---|---|
| Number | Results | Number | Results | ||
| Age (years), Mean (SD)* | 515 | 47.5 (14.4) | 115 | 55.9 (13.3) | 1.48E-08 |
| Male, n (%) | 251 (48.7) | 65 (56.5) | 0.1596 | ||
| BMI (kg/m2), Mean (SD) | 27.6 (14.4) | 26.4 (5.4) | 0.1528 | ||
| BMI (kg/m2) ≥ 25, n (%)* | 257 (49.9) | 70 (60.9) | 0.0429 | ||
| Positive Hx of type.1.or.2.Diabetes* | 56 (10.9) | 22 (19.1) | 0.023 | ||
| Positive Hx of colon disease, n (%) | 48 (9.3) | 12 (10.4) | 0.8474 | ||
| Positive Hx of colon polyp, n (%) | 41 (8) | 11 (9.6) | 0.7056 | ||
| Positive Hx of colon cancer family*, n (%) | 85 (16.5) | 29 (25.2) | 0.0394 | ||
| Positive Hx of Drug*, n (%) | 23 (4.5) | 11 (9.5) | 0.05 | ||
| Positive Hx of Smoking, n (%) | 99 (19.22) | 21 (18.26) | 0.9153 | ||
SD Standard deviation, n Number, BMI Body mass index, Hx History
*p value< 0.05
Association of potential risk factors between normal colonoscopy and adenocarcinoma
| Normal Colonoscopy | Adenocarcinoma | ||||
|---|---|---|---|---|---|
| Number | Results | Number | Results | ||
| Age (year), Mean (SD)* | 515 | 47.5 (14.4) | 29 | 59.2 (15) | 2.2e-16 |
| Male, n (%) | 251 (48.7) | 18 (62.1) | 0.2277 | ||
| BMI (kg/m2), Mean (SD)* | 27.6 (14.4) | 24.7 (5.2) | 0.01467 | ||
| BMI (kg/m2) ≥25, n (%) | 257 (49.9) | 15 (51.7) | 0.8486 | ||
| Positive Hx of type.1.or.2.Diabetes | 56 (10.9) | 3 (10.3) | 0.9290 | ||
| Positive Hx of colon disease, n (%) | 48 (9.3) | 4 (13.8) | 0.6835 | ||
| Positive Hx of colon polyp, n (%) | 41 (8) | 5 (17.2) | 0.1601 | ||
| Positive Hx of colon cancer family, n (%) | 85 (16.5) | 4 (13.8) | 0.8393 | ||
| Positive Hx of Drug, n (%) | 23 (4.5) | 3 (10.3) | 0.3190 | ||
| Positive Hx of Smoking, n (%) | 99 (19.22) | 7 (24.13) | 0.6824 | ||
SD Standard deviation, BMI Body mass index, Hx History, n Number
*p value< 0.05
Direct and indirect disease effect on colon adenoma polyp
| DOR | [95% CI] | ||
|---|---|---|---|
| Direct disease | |||
| Anemia | 0.575 | 0.296–1.119 | 0.8 |
| Blood Clots | 0.889 | 0.042–18.646 | 0.4 |
| Thyroid Disorder | 0.623 | 0.239–1.628 | 0.7 |
| Sexually Transmitted | 0.294 | 0.017–5.176 | 0.5 |
| Type 1 or 2 Diabetes * | 1.831 | 1.058–3.169 | 0.023 |
| Gynecological Disease | 0.637 | 0.078–5.225 | 0.7 |
| Acromegaly | 0.492 | 0.026–9.203 | 0.8 |
| Gastrointestinal symptom | 0.680 | 0.432–1.071 | 0.2 |
| Stomach Colon Disease | 1.133 | 0.581–2.210 | 0.8 |
| Indirect disease | |||
| High Blood Pressure | 1.542 | 0.972–2.446 | 0.1 |
| High Cholesterol | 1.381 | 0.781–2.441 | 0.3 |
| Heart Disease | 1.325 | 0.730–2.405 | 0.4 |
| Liver Disease | 1.503 | 0.822–2.748 | 0.2 |
* p value< 0.05
Fig. 2Performance of five classifications. It indicates the classification accuracy (a) and the mean squared error (b)
Fig. 3The result of decision tree based on high risk factors (BMI (kg/m2) ≥25, age (11-85 yr), type 1 or 2 diabetes, family history of colon cancer and drug abuse)