Volumetric Analysis of Ridge Preservation Using Bio-Oss® Collagen: A Retrospective Cohort Study Based on CBCT and Panoramic Radiographs
Abstract
1. Introduction
2. Materials and Methods
2.1. Variables
2.2. Treatment Protocol
2.3. Data Collection, Management, and Analysis
2.3.1. CBCT Three-Dimensional Models for Volume Analyses
2.3.2. Volume Calculation
2.4. Statistics
3. Results
Subset Analysis
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| PR | Panoramic radiograph |
| CBCT | Cone-beam volume tomography |
| BO | Bio-Oss® Collagen (Geistlich, Swiss) |
| AI | Artificial intelligence |
Appendix A
Appendix A.1. Estimation of Premolar Root Volume from Panoramic Radiographs
Appendix A.1.1. Measurement of Linear Dimensions on PRs

Appendix A.1.2. Construction of an Elliptical Reference Surface
| Volume CBCT | Factor | Volume Calculated with Average Factor 5.38 | Elliptical Surface | Length PR | Width PR | |
|---|---|---|---|---|---|---|
| 186.46 | 9.16 | 109.47 | 20.35 | 7.78 | 3.33 | |
| 226.02 | 7.00 | 173.76 | 32.30 | 8.92 | 4.61 | |
| 262.80 | 4.83 | 292.85 | 54.43 | 15.68 | 4.42 | |
| 130.27 | 3.45 | 203.22 | 37.77 | 10.57 | 4.55 | |
| 221.90 | 5.50 | 217.04 | 40.34 | 9.84 | 5.22 | |
| 82.74 | 3.06 | 199.65 | 27.00 | 9.71 | 3.54 | |
| 190.00 | 5.12 | 199.65 | 37.11 | 9.45 | 5.00 | |
| 255.11 | 4.96 | 276.89 | 51.47 | 12.18 | 5.38 | |
| Average: | 194.41 ± 61.85 | 5.38 ± 1.94 | 202.26 ± 61.73 | 37.59 ± 11.47 | 10.51 ± 2.44 | 4.50 ± 0.74 |
Appendix A.1.3. Calculation of True Root Volume from CBCT

Appendix A.1.4. Derivation of a Premolar-Specific Calibration Factor
Appendix A.1.5. Application to Premolars Without CBCT
| Volume Premolar Based on PR |
|---|
| 162.63 |
| 196.55 |
| 148.14 |
| 115.41 |
| 149.24 |
| 198.92 |
| 198.80 |
| 196.94 |
| 160.03 |
Appendix A.1.6. Summary
Appendix B
Figures Illustrating Cases of Volume Gain or No Resorption

















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| Variable | Descriptive Statistics |
|---|---|
| Sample size | 80 |
| Sex | |
| Male | 43 (53.7%) |
| Female | 37 (46.3%) |
| Age | 59 ± 12.55 years |
| Tooth type | |
| Premolar | 20 (25.0%) |
| Molar | 60 (75.0%) |
| Tooth location | |
| Maxilla premolar | 10 (12.5%) |
| Maxilla molar | 11 (13.7%) |
| Mandible premolar | 10 (12.5%) |
| Mandible molar | 49 (61.3%) |
| Cause of tooth loss | |
| Caries | 11 (13.7%) |
| Periodontitis | 12 (15.0%) |
| Fracture | 12 (15.0%) |
| Apical Periodontitis | 31 (38.8%) |
| No endodontic treatment possible | 2 (2.5%) |
| Multiple | 12 (15%) |
| Antibiotic use | |
| Yes | 73 (91.3%) |
| No | 7 (8.7%) |
| Smoker | |
| Yes | 13 (16.3%) |
| No | 67 (83.7%) |
| Anticoagulant | |
| Yes | 17 (21.3%) |
| No | 63 (78.7%) |
| Medical condition | |
| Yes | 10 (12.5%) |
| No | 70 (87.5%) |
| Variable | Subset (n = 60) |
|---|---|
| Sex | |
| Male | 33 (55%) |
| Female | 27 (45%) |
| Tooth type | |
| Premolar | 15 (25%) |
| Molar | 45 (75%) |
| Tooth placement | |
| Maxilla premolar | 8 (13.3%) |
| Maxilla molar | 7 (11.7%) |
| Mandible premolar | 7 (11.7%) |
| Mandible molar | 38 (63.3%) |
| Cause of tooth loss | |
| Caries | 6 (10%) |
| Periodontitis | 10 (16.7%) |
| Fracture | 10 (16.7%) |
| Apical Periodontitis | 28 (46.7%) |
| No endodontic treatment possible | 2 (3.3%) |
| Multiple | 4 (6.6%) |
| Antibiotic use | |
| Yes | 56 (93.3%) |
| No | 4 (6.7%) |
| Smoker | |
| Yes | 11 (18.3%) |
| No | 49 (81.7%) |
| Anticoagulant | |
| Yes | 13 (21.7%) |
| No | 47 (78.3%) |
| Medical condition | |
| Yes | 6 (10%) |
| No | 54 (90%) |
| Age (years) | 59 ± 12.70 |
| Sample size | 60/80 (75%) |
| Variable | Volume Before Extraction (mm3) | Independent t-Test p-Value |
|---|---|---|
| Sample size (n = 60) | 451.64 ± 186.86 | Not applicable |
| Sex | 0.867 | |
| Male | 546.35 ± 93.66 | |
| Female | 531.40 ± 147.44 | |
| Tooth type | ||
| Premolar | 192.57 ± 42.60 | |
| Molar | 538.04 ± 125.31 | <0.001 |
| Tooth location | <0.001 ANOVA | |
| Maxilla premolar | 195.20 ± 33.40 | |
| Maxilla molar | 470.41 ± 99.92 | |
| Mandible premolar | 220.42 ±102.03 | |
| Mandible molar | 544.76 ± 137.32 | |
| Cause of tooth loss | 0.524 ANOVA | |
| Caries | 377.08 ± 274.21 | |
| Periodontitis | 461.02 ± 195.06 | |
| Fracture | 548.54 ± 150.35 | |
| Apical Periodontitis | 429.99 ± 171.75 | |
| No endodontic treatment possible | 397.86 ± 281.52 | |
| Multiple | 476.17 ± 194.26 | |
| Antibiotic use | 0.826 | |
| Yes | 453.07 ± 188.93 | |
| No | 431.57 ± 178.11 | |
| Smoker | 0.203 | |
| Yes | 526.84 ± 128.81 | |
| No | 437.00 ± 195.63 | |
| Anticoagulant | 0.027 | |
| Yes | 351.16 ± 143.68 | |
| No | 479.43 ± 189.10 | |
| Medical condition | <0.001 | |
| Yes | 260.22 ± 171.26 | |
| No | 472.90 ± 177.47 |
| Variable | Volume After Ridge Preservation (n = 60) | Independent t-Test (p-value) |
|---|---|---|
| Sample size | ||
| (n = 60) | 394.86 ± 174.85 | Not applicable |
| Sex | 0.360 | |
| Male | 413.72 ± 195.34 | |
| Female | 371.81 ± 146.33 | |
| Tooth type | <0.001 | |
| Premolar | 187.92 ± 57.22 | |
| Molar | 463.84 ± 143.15 | |
| Tooth position | <0.001 ANOVA | |
| Maxilla premolar | 192.07 ± 63.50 | |
| Maxilla molar | 381.96 ± 81.38 | |
| Mandible premolar | 199.86 ± 73.70 | |
| Mandible molar | 475.85 ± 152.26 | |
| Cause of tooth loss | 0.628 ANOVA | |
| Caries | 343.92 ± 303.92 | |
| Periodontitis | 414.95 ± 141.43 | |
| Fracture | 475.79 ± 160.16 | |
| Apical periodontitis | 381.32 ± 158.52 | |
| No endodontic treatment possible | 375.14 ± 249.72 | |
| Multiple | 323.38 ± 164.38 | |
| Antibiotic use | 0.521 | |
| Yes | 398.77 ± 177.75 | |
| No | 340.09 ± 133.14 | |
| Smoker | 0.370 | |
| Yes | 438.01 ± 187.54 | |
| No | 385.17 ± 172.42 | |
| Anticoagulant | 0.099 | |
| Yes | 324.00 ± 121.22 | |
| No | 414.46 ± 183.22 | |
| Medical condition | 0.008 | |
| Yes | 217.07 ± 87.54 | |
| No | 414.54 ± 171.36 |
| Volume Before Extraction | ||
|---|---|---|
| Volume after ridge preservation | <0.001 | t-test (p-value) |
| Predictor Variable | B (Unstandardized Coefficient) | Standard Error | Beta (Standardized Coefficient) | t-Value | Significance (p) |
|---|---|---|---|---|---|
| Constant | 207.476 | 259.877 | — | 0.798 | 0.428 |
| Antibiotic (yes/no) | –35.929 | 96.373 | –0.052 | –0.373 | 0.711 |
| Sex (male/female) | 69.250 | 51.348 | 0.199 | 1.349 | 0.183 |
| Periodontitis | –1.686 | 15.156 | –0.016 | –0.111 | 0.912 |
| Smoker (yes/no) | –39.109 | 66.240 | –0.087 | –0.590 | 0.557 |
| Anticoagulant (yes/no) | 110.095 | 60.588 | 0.262 | 1.817 | 0.075 |
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Share and Cite
Hartmann, K.; Tröltzsch, M.; Hartmann, A.; Otto, S.; Tröltzsch, M. Volumetric Analysis of Ridge Preservation Using Bio-Oss® Collagen: A Retrospective Cohort Study Based on CBCT and Panoramic Radiographs. Medicina 2026, 62, 888. https://doi.org/10.3390/medicina62050888
Hartmann K, Tröltzsch M, Hartmann A, Otto S, Tröltzsch M. Volumetric Analysis of Ridge Preservation Using Bio-Oss® Collagen: A Retrospective Cohort Study Based on CBCT and Panoramic Radiographs. Medicina. 2026; 62(5):888. https://doi.org/10.3390/medicina62050888
Chicago/Turabian StyleHartmann, Katharina, Markus Tröltzsch, Amely Hartmann, Sven Otto, and Matthias Tröltzsch. 2026. "Volumetric Analysis of Ridge Preservation Using Bio-Oss® Collagen: A Retrospective Cohort Study Based on CBCT and Panoramic Radiographs" Medicina 62, no. 5: 888. https://doi.org/10.3390/medicina62050888
APA StyleHartmann, K., Tröltzsch, M., Hartmann, A., Otto, S., & Tröltzsch, M. (2026). Volumetric Analysis of Ridge Preservation Using Bio-Oss® Collagen: A Retrospective Cohort Study Based on CBCT and Panoramic Radiographs. Medicina, 62(5), 888. https://doi.org/10.3390/medicina62050888

