Submitted:
13 October 2025
Posted:
17 October 2025
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Abstract

Keywords:
1. Introduction
2. Materials and Methods
Study Design and Data Sources
Classification of Syphilis Burden
Outcome Measures
Statistical Analyses
Data Availability and Code
3. Results
3.1. Descriptive Statistics and Bivariate Comparisons
3.2. Adjusted Models and Temporal Interactions
3.3. Correlations and Economic Impact
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
| CI | Confidence Interval |
| DATASUS | Sistema de Informações Hospitalares do Sistema Único de Saúde (Hospital Information System of the Unified Health System) |
| IBGE | Instituto Brasileiro de Geografia e Estatística (Brazilian Institute of Geography and Statistics) |
| IQR | Interquartile Range |
| R$ | Brazilian Real (currency) |
| SINAN | Sistema de Informação de Agravos de Notificação (Notifiable Diseases Information System) |
| STI | Sexually Transmitted Infection |
| SUS | Sistema Único de Saúde (Unified Health System) |
| WHO | World Health Organization |
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| Burden Categories | |||||||
|---|---|---|---|---|---|---|---|
| Variable | Overall (n=405) | High (n=105) | Low (n=105) | Intermediate (n=195) | p-value | ||
| Syphilis Rate (median [IQR]) | 0.49 [0.25, 0.83] | 0.88 [0.54, 1.58] | 0.29 [0.13, 0.56] | 0.46 [0.26, 0.70] | <0.001* | ||
| Syphilis Incidence (median [IQR]) | 28.88 [7.51, 72.50] | 51.22 [10.23, 86.34] | 25.41 [7.01, 52.38] | 27.12 [6.06, 63.16] | 0.014* | ||
| Aneurysm Correction Mortality (median [IQR]) | 13.72 [10.45, 17.78] | 13.72 [11.21, 16.67] | 13.43 [8.33, 20.83] | 13.75 [10.53, 17.70] | 0.7316* | ||
| Length of Stay (median [IQR]) | 10.10 [7.50, 13.40] | 9.10 [6.60, 13.60] | 12.50 [9.80, 14.40] | 9.20 [7.20, 12.15] | 0.0001* | ||
| Aneurysm Correction Cost (median [IQR]) | 1285.81 [1030.54, 1686.56] | 1212.71 [1091.22, 1616.06] | 1449.05 [842.76, 1998.19] | 1314.41 [1032.54, 1622.28] | 0.6141* | ||
| Hospital Complexity (median [IQR]) | 1.73 [0.92, 2.33] | 1.95 [1.37, 2.90] | 1.24 [0.74, 2.23] | 1.72 [0.98, 2.17] | 0.002* | ||
| Regional Breakdown | |||||||
| Region | Centro-Oeste | Nordeste | Norte | Sudeste | Sul | p-value | |
| Syphilis Rate (median [IQR]) | 0.55 [0.32, 1.08] | 0.43 [0.23, 0.67] | 0.34 [0.18, 0.58] | 0.83 [0.57, 1.21] | 0.73 [0.43, 1.15] | <0.001 | |
| Syphilis Incidence (median [IQR]) | 40.22 [8.62, 77.94] | 16.62 [4.85, 37.97] | 25.49 [4.82, 69.51] | 63.56 [22.53, 92.67] | 68.99 [20.28, 124.21] | <0.001 | |
| Aneurysm Correction Mortality (median [IQR]) | 13.64 [9.96, 18.89] | 14.29 [10.49, 18.64] | 13.58 [7.69, 21.43] | 13.05 [11.13, 14.97] | 13.79 [11.40, 17.13] | 0.486 | |
| Length of Stay (median [IQR]) | 9.60 [7.50, 14.45] | 11.50 [9.15, 13.65] | 11.90 [9.70, 15.00] | 8.10 [6.60, 9.30] | 6.30 [4.90, 7.60] | <0.001 | |
| Aneurysm Correction Cost (median [IQR]) | 1427.24 [1183.46, 1789.91] | 1345.68 [975.69, 1895.36] | 1260.14 [799.13, 1997.38] | 1223.99 [1129.31, 1504.58] | 1205.24 [1134.26, 1450.64] | 0.135 | |
| Hospital Complexity (median [IQR]) | 1.87 [1.60, 2.40] | 1.03 [0.57, 1.74] | 1.10 [0.65, 2.18] | 2.20 [1.84, 2.87] | 2.48 [2.13, 2.99] | <0.001 | |
| Adjusted Models | |||||
|---|---|---|---|---|---|
| Outcome | Term | Estimate | Std. Error | p-value | Adjusted RR2 |
| Procedure Cost | Low Burden | 37.6 | 122 | 0.758 | 0.068 |
| Intermediate Burden | -152 | 107 | 0.156 | ||
| Hospital Complexity | -73.8 | 45.1 | 0.102 | ||
| Year | 58.5 | 10.7 | <0.001 | ||
| Procedure Mortality | Low Burden | -0.077 | 1.26 | 0.951 | 0.073 |
| Intermediate Burden | 0.194 | 1.10 | 0.861 | ||
| Hospital Complexity | -2.46 | 0.466 | <0.001 | ||
| Year | -0.0609 | 0.111 | 0.583 | ||
| Length of Stay | Low Burden | 2.11 | 0.626 | 0.0008 | 0.103 |
| Intermediate Burden | -0.948 | 0.549 | 0.0849 | ||
| Hospital Complexity | -0.941 | 0.232 | <0.001 | ||
| Year | 0.112 | 0.0552 | 0.0425 | ||
| Temporal Interactions | |||||
| Outcome | Term | Estimate | Std. Error | p-value | Adjusted RR2 |
| Procedure Mortality | Intermediate Burden | 0.170 | 0.665 | 0.798 | 0.0556 |
| Procedure Cost | Intermediate Burden | -50.39 | 62.42 | 0.420 | 0.107 |
| Length of Stay | Intermediate Burden | 0.5139 | 0.2953 | 0.0826 | 0.2729 |
| Sensitivity (Alternative Thresholds) | |||||
| Outcome | Term | Estimate | Std. Error | p-value | Adjusted RR2 |
| Cost | Low Burden | 256 | 144 | 0.0764 | 0.0703 |
| Mortality | Intermediate Burden | -2.92 | 0.952 | 0.0023 | 0.0939 |
| Length of Stay | Low Burden | 2.59 | 0.757 | 0.0007 | 0.0643 |
| Sensitivity (No Outliers) | |||||
| Outcome | Term | Estimate | Std. Error | p-value | Adjusted RR2 |
| Cost | Low Burden | 43.4 | 84.2 | 0.607 | 0.1040 |
| Mortality | Low Burden | 0.485 | 1.09 | 0.657 | 0.0494 |
| Length of Stay | Low Burden | 1.64 | 0.535 | 0.0024 | 0.0997 |
| Correlations (Pearson) | ||
|---|---|---|
| Metric | Value [95% CI] | p-value |
| Incidence vs. Syphilis Hospitalizations | 0.422 [0.338, 0.499] | <0.0001 |
| Syphilis Burden vs. Mortality | -0.051 [-0.147, 0.0469] | 0.308 |
| Correlations (Spearman) | ||
| Syphilis Burden vs. Mortality | -0.065 [-0.161, 0.033] | 0.192 |
| Syphilis Rate vs. Incidence | 0.542 [0.462, 0.614] | <0.0001 |
| Syphilis Rate vs. Mortality | -0.065 [-0.161, 0.033] | 0.192 |
| Length of Stay vs. Cost | 0.297 [0.204, 0.385] | <0.0001 |
| Economic Impact | ||
| Metric | Value [95% CI] | p-value |
| Total Cost (High) | R$17,706,806 | -- |
| Total Cost (Low) | R$1,853,377 | -- |
| Total Cost (Intermediate) | R$11,960,451 | -- |
| Cost Difference (High vs. Low) | -236.34 R$ [- 529.48, 56.80] | 0.6141 |
| Cost Difference (High vs. Intermediate) | -101.70 R$ [-398.54, 195.14] | 0.682 |
| Power Analysis | ||
| Metric | Value | p-value |
| Aneurysm Mortality Rate (d=-0.1) | 0.111 | -- |
| Length of Stay (d=-0.484) | 0.937 | -- |
| Average Hospitalization Cost (d=-0.064) | 0.075 | -- |
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