| Literature DB >> 35668860 |
Bezanesh Melese Masresha1,2, Hailegebrael Birhan Biresaw1, Yikeber Abebaw Moyehodie1, Solomon Sisay Mulugeta1.
Abstract
Background: Mycobacterium leprae causes leprosy, which is a long-term or recurrent infection. The causative agent's collusion with Schwann cells results in the irreversible loss of fringe nerve tissue; followed by incapacity, which includes not just actual impotence but also mental incapacity, creates a bad image of the transformed, resulting in segregation and societal humiliation of leprosy patients, as well as their families.Entities:
Keywords: Cox proportional model; disability; survival analysis
Year: 2022 PMID: 35668860 PMCID: PMC9166622 DOI: 10.2147/IDR.S361799
Source DB: PubMed Journal: Infect Drug Resist ISSN: 1178-6973 Impact factor: 4.177
Descriptive Summary of Covariate Variables of Patients’ Data Taken at ALERT
| Covariates | Category | Total | Status | |
|---|---|---|---|---|
| Disabled (%) | Censored (%) | |||
| Sex of patients | Female | 72 | 14 (19.4) | 58 (80.6) |
| Male | 133 | 57 (42.9) | 76 (57.1) | |
| Living place of patients | Addis Ababa | 42 | 2 (4.8) | 40 (95.2) |
| Out of Addis Ababa | 163 | 69 (42.3) | 94 (57.7) | |
| Patient category | Relapse | 86 | 43 (50) | 43 (50) |
| Default | 17 | 12 (50.6) | 5 (29.4) | |
| New | 102 | 16 (15.7) | 86 (84.3) | |
| Leprosy type | MB | 174 | 68 (39.1) | 106 (60.9) |
| PB | 31 | 3 (9.7) | 28 (90.3) | |
| Body part where the first lesion appears | Hands | 83 | 37 (44.6) | 46 (55.4) |
| Feet | 53 | 21 (39.6) | 32 (60.4) | |
| On both hands and feet | 17 | 7 (41.2) | 10 (58.8) | |
| Face | 52 | 6 (11.5) | 46 (88.5) | |
| Lesion type | Macules | 133 | 39 (29.3) | 94 (70.7) |
| Plagues | 28 | 12 (42.9) | 16 (57.1) | |
| Nodules | 41 | 18 (43.9) | 23 (56.1) | |
| Macnod | 3 | 2 (66.7) | 1 (33.3) | |
| Degree of sensory loss | Marked | 95 | 52 (54.7) | 43 (45.3) |
| Moderate | 27 | 8 (29.6) | 19 (70.4) | |
| Absent | 83 | 11 (13.3) | 72 (86.7) | |
| Lesion distribution | Symmetric | 83 | 22 (26.5) | 61 (73.5) |
| Part symmetric | 93 | 26 (28) | 67 (72.0) | |
| Asymmetric | 29 | 23 (79.3) | 6 (20.7) | |
| Thickness of nerve | Yes | 76 | 41 (53.9) | 35 (46.1) |
| No | 129 | 30 (23.3) | 99 (76.7) | |
| History for the disease | Have no contact and family history of the disease | 185 | 59 (31.9) | 126 (68.1) |
| Contact | 11 | 5 (45.5) | 6 (54.5) | |
| Family | 9 | 7 (77.8) | 2 (22.2) | |
| Smear result | Zero | 8 | 4 (50.0) | 4 (50.0) |
| Positive | 183 | 61 (33.3) | 122 (66.7) | |
| Negative | 14 | 6 (42.9) | 8 (57.1) | |
Baseline Characteristics of Continuous Variables of Patients’ Data Taken at ALERT
| Descriptive Statistics | |||||
|---|---|---|---|---|---|
| N | Minimum | Maximum | Mean | Std.Deviation | |
| Age of patient | 205 | 6 | 80 | 33.78 | 14.629 |
| Symptom duration | 205 | 1 | 96 | 29.21 | 22.528 |
| Valid N (listwise) | 205 | ||||
Figure 1Kaplan–Meier survival function.
Figure 2Survival function of time-to-disability by chosen covariates.
Results of the Log Rank Test for Each Categorical Variables of Leprosy Patients at ALERT
| Covariates | Chi-Square | Df | P-value |
|---|---|---|---|
| Sex of patients | 9.153 | 1 | 0.002 |
| Living place of patients | 16.490 | 1 | 0.000 |
| Patient category | 32.138 | 2 | 0.000 |
| Leprosy type | 2.286 | 1 | 0.131 |
| Body part where the first lesion appears | 9.690 | 3 | 0.021 |
| Lesion type | 5.526 | 3 | 0.137 |
| Degree of sensory loss | 26.063 | 2 | 0.000 |
| Lesion distribution | 19.189 | 2 | 0.000 |
| Thickness of nerve | 7.789 | 1 | 0.005 |
| History for the disease | 2.169 | 2 | 0.338 |
| Smear result | 3.161 | 2 | 0.206 |
Abbreviation: Df, degree of freedom.
Results of Multivariable Cox Proportional Hazard Model for Leprosy Patients at ALERT
| Covariates | Category | Coef. | S.e(Coef.) | HR | 95% CI for HR (LCL, ULC) | P-value |
|---|---|---|---|---|---|---|
| Sex of patients | Male (1) | |||||
| Female | −0.524 | 0.357 | 0.592 | (0.2939, 1.1932) | 0.143 | |
| Age | 0.030 | 0.011 | 1.031 | (1.0088, 1.0532) | 0.006 | |
| Duration | 0.016 | 0.007 | 1.016 | (1.0021, 1.0294) | 0.024 | |
| Living place of patients | Out of Addis Ababa (1) | |||||
| Addis Ababa | −1.793 | 0.762 | 0.166 | (0.0374, 0.7404) | 0.019 | |
| Patient category | Relapse (1) | |||||
| Default | 0.632 | 0.392 | 1.881 | (0.8722, 4.0557) | 0.107 | |
| New | −1.213 | 0.346 | 0.297 | (0.1509, 0.5855) | 0.000 | |
| Leprosy type | MB (1) | |||||
| PB | 0.318 | 0.700 | 1.374 | (0.3485, 5.4196) | 0.649 | |
| Body part where the first lesion appears | Hands (1) | |||||
| Feet | 0.477 | 0.329 | 1.612 | (0.8456, 3.0718) | 0.147 | |
| On both hands and feet | −0.428 | 0.469 | 0.652 | (0.2601, 1.6354) | 0.362 | |
| Face | 0.521 | 0.531 | 1.683 | (0.5942, 4.7676) | 0.327 | |
| Lesion type | Macules (1) | |||||
| Plagues | 0.311 | 0.401 | 1.364 | (0.6211, 2.9963) | 0.439 | |
| Nodules | −0.060 | 0.316 | 0.941 | (0.5071, 1.7478) | 0.848 | |
| Macnod | 1.556 | 0.807 | 4.739 | (0.975, 23.041) | 0.054 | |
| Degree of sensory loss | Marked (1) | |||||
| Moderate | −0.091 | 0.441 | 0.913 | (0.3843, 2.1681) | 0.836 | |
| Absent | −0.909 | 0.385 | 0.403 | (0.1896, 0.8565) | 0.018 | |
| Lesion distribution | Symmetric (1) | |||||
| Part symmetric | −0.599 | 0.439 | 0.549 | (0.2324, 1.2998) | 0.173 | |
| Asymmetric | 0.132 | 0.440 | 1.141 | (0.4814, 2.7037) | 0.765 | |
| Thickness of nerve | Yes (1) | |||||
| No | −0.041 | 0.349 | 0.959 | (0.4836, 1.9052) | 0.907 | |
| Smear result | No (1) | |||||
| Positive | −0.265 | 0.601 | 0.767 | (0.2365, 2.4908) | 0.659 | |
| Negative | −0.311 | 0.706 | 0.733 | (0.1835, 2.9255) | 0.659 |
Abbreviations: Coef., coefficient; S.e(Coef.), standard error of coefficient; HR, hazard ratio; CI, confidence interval.
Test of Proportional Hazards Assumption Based on Schoenfeld Residuals for Significant Covariates
| Rho | Chi-Square | P-value | |
|---|---|---|---|
| Age | 0.24 | 0.622 | |
| Patient category_ | |||
| Default | |||
| Patient category_ | 0.47 | 0.493 | |
| New | 2.73 | 0.099 | |
| Duration before treatment | 0.80 | 0.369 | |
| Degree of sensory loss_ Moderate | 0.44 | 0.508 | |
| Degree of sensory loss_ Absent | 3.26 | 0.071 | |
| Patient’s living place_ Addis Ababa | 0.05 | 0.818 | |
| Global test | 7.08 | 0.4206 |
Figure 3Plots of scaled Schoenfeld residuals versus analysis time with overlaid linear fit.
Figure 4Martingale residuals against a continuous variable age and duration.
Figure 5Cox–Snell residuals.