| Literature DB >> 35477558 |
Kehui Zhu1,2, Kun Liu1,3, Junsi Huang1,3, Xueqiong Weng3, Qiaoyun Chen1,3, Tianyu Gao1,3, Kebing Chen4, Chunxia Jing3, Jing Wang5, Guang Yang6.
Abstract
BACKGROUND: More than one-third of the total world population is infected by Toxoplasma gondii (T. gondii). T. gondii has been linked to various diseases, such as cancer, mental disorders, type 2 diabetes mellitus (T2DM), etc. However, the effects of T. gondii infection on the risk of osteoporosis are unclear. Our study aimed to uncover evidence to determine whether patients exposed to T. gondii have an increased or decreased risk of osteoporosis in people with abnormal bone mineral density (BMD) by using case-control study.Entities:
Keywords: IgG; Infection; Osteoporosis; T. gondii
Mesh:
Year: 2022 PMID: 35477558 PMCID: PMC9044867 DOI: 10.1186/s13071-022-05257-z
Source DB: PubMed Journal: Parasit Vectors ISSN: 1756-3305 Impact factor: 3.876
Characteristics among the population with abnormal BMD (% within group)
| Variables | Overall | Osteopenia | Osteoporosis | |
|---|---|---|---|---|
Age/years (Mean ± SD) | 69.89 ± 9.88 | 67.28 ± 9.64 | 71.89 ± 9.60 | < 0.001*** |
| Sex | ||||
| Male | 179 (24.55) | 109 (34.49) | 70 (16.95) | < 0.001*** |
| Female | 550 (75.45) | 207 (65.51) | 343 (83.05) | |
| Job | ||||
| Retire | 292 (40.05) | 126 (39.87) | 166 (40.19) | 0.995 |
| Worker/farmer | 117 (16.05) | 52 (16.46) | 65 (15.74) | |
| Others | 274 (37.59) | 118 (37.34) | 156 (37.77) | |
| Missing | 46 (6.31) | 20 (6.33) | 26 (6.30) | |
| Smoking | ||||
| No | 715 (98.08) | 310 (98.10) | 405 (98.06) | 0.970 |
| Yes | 14 (1.92) | 6 (1.90) | 8 (1.94) | |
| Drinking | ||||
| No | 699 (95.88) | 298 (94.30) | 401 (97.09) | 0.060 |
| Yes | 30 (4.12) | 18 (5.70) | 12 (2.91) | |
| Hormone taking | ||||
| No | 684 (93.83) | 294 (93.04) | 390 (94.43) | 0.439 |
| Yes | 45 (6.17) | 22 (6.96) | 23 (5.57) | |
| TG | ||||
| ≤ 1.5 mmol/L | 427 (63.73) | 164 (57.54) | 263 (68.31) | 0.004** |
| > 1.5 mmol/L | 243 (36.27) | 121 (42.46) | 122 (31.69) | |
| TC | ||||
| ≤ 4.5 mmol/L | 243 (36.27) | 98 (34.39) | 145 (37.66) | 0.383 |
| > 4.5 mmol/L | 427 (63.73) | 187 (65.61) | 240 (62.34) | |
| Number of comorbidities | ||||
| 0 | 426 (58.44) | 172 (54.43) | 254 (61.50) | 0.135 |
| 1 | 195 (26.75) | 95 (30.06) | 100 (24.21) | |
| ≥ 2 | 108 (14.81) | 49 (15.51) | 59 (14.29) | |
| | ||||
| No | 616 (84.50) | 283 (89.56) | 333 (80.63) | 0.001** |
| Yes | 113 (15.50) | 33 (10.44) | 80 (19.37) | |
BMD bone mineral density, TG triglyceride, TC total cholesterol, CVD comorbidities including hypertension, diabetes and cardiovascular disease, SD standard deviation
*P < 0.05; **P < 0.01; ***P < 0.001;
Risk of osteoporosis associated with T. gondii infection
| outcome | Mode1 | Mode2 | |||||
|---|---|---|---|---|---|---|---|
| OR | 95%CI | OR | 95%CI | ||||
| femur osteoporosis | 76 (18.40) | 1.30 | 0.61–2.77 | 0.497 | 1.01 | 0.43–2.34 | 0.989 |
| lumbar osteoporosis | 80 (19.37) | 0.95 | 0.42–2.15 | 0.908 | 0.84 | 0.34–2.07 | 0.705 |
| Compound osteoporosis | 257 (62.22) | 2.73 | 1.72–4.32 | 2.60 | 1.54–4.39 | < 0.001*** | |
Model 1: unadjusted model
Model 2: adjusted for age, sex, job, smoking, drinking, hormone taking, TG, TC, number of comorbidities
*P < 0.05, **P < 0.01, ***P < 0.001
Fig. 1Logistic regression model of the associations between three different types of osteoporosis and T. gondii infection. Note: *P < 0.05, **P < 0.01, ***P < 0.001, Model 1: unadjusted model; Model 2: adjusted for age, sex, job, smoking, drinking, hormone, TG, TC, number of comorbiditie
Best MDR interaction models for osteoporosis
| outcome | Best models | Interaction testing balanced accuracy (%) | CVC | |
|---|---|---|---|---|
| Femur osteoporosis | Job, TG | 58.42 | 10/10 | 0.402 |
| Lumbar osteoporosis | Sex, job, Number of comorbidities | 57.03 | 8/10 | 0.476 |
| Compound osteoporosis | Sex, Age | 63.11 | 10/10 | 0.039* |
CVC cross validation consistency, TG triglyceride
*P < 0.05; **P < 0.01; ***P < 0.001
Different interaction models (with sex) for compound osteoporosis
| Female | Overall | OR | 95% CI | ||
|---|---|---|---|---|---|
| − | − | 123 | 1 | – | – |
| + | − | 22 | 1.57 | 0.51–4.83 | 0.429 |
| − | + | 355 | 3.82 | 2.24–6.54 | < 0.001*** |
| + | + | 73 | 11.44 | 5.44–24.05 | < 0.001*** |
adjusted for age, job, smoking, drinking, hormone, TG, TC, number of comorbidities
*P < 0.05; **P < 0.01; ***P < 0.001
Different interaction models (with age) for compound osteoporosis
| Age(≥ 70) | Overall | OR | 95% CI | ||
|---|---|---|---|---|---|
| − | – | 248 | 1 | – | – |
| + | – | 39 | 3.74 | 1.70–8.25 | 0.001** |
| − | + | 230 | 4.29 | 2.71–6.78 | < 0.001*** |
| + | + | 56 | 8.14 | 3.91–16.93 | < 0.001*** |
Adjusted for sex, job, smoking, drinking, hormone, TG, TC, number of comorbidities
*P < 0.05; **P < 0.01; ***P < 0.001