Work overview

Section 05 of 06

Conclusion

Micro-computed tomography for gunshot residue detection: A systematic review and meta-analysis of distance-dependent deposition patterns

Carlos Antonio Vicentin-Junior, Raíssa Bastos Vieira, Luciana Munhoz, Plauto Christopher Aranha Watanabe, Carlos Eduardo Palhares Machado, and Paulo Ricardo Martins-Filho · 2026

Contents

Section 05 of 06

  1. 01Introduction
  2. 02Materials and methods
  3. 03Results
  4. 04Discussion
  5. 05Conclusion
  6. 06Supplementary Information
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Work overview

Section 5 of 6

Conclusion

Carlos Antonio Vicentin-Junior, Raíssa Bastos Vieira, Luciana Munhoz, Plauto Christopher Aranha Watanabe, Carlos Eduardo Palhares Machado, and Paulo Ricardo Martins-Filho · about 1 minutes

This systematic review and meta-analysis provide the first quantitative synthesis of the application of micro-computed tomography for the detection and characterization of gunshot residue in forensic contexts. Across experimental models, micro-CT consistently identified radiodense inorganic residues and demonstrated a progressive decline in detectable deposition with increasing shooting distance, supporting the biological and physical plausibility of its use as a spatial mapping and screening tool. However, the available evidence base remains limited in size, methodologically homogeneous, and characterized by substantial between-study heterogeneity, with shooting distance explaining only a small proportion of the observed variability. These findings restrict the precision and generalizability of pooled estimates and preclude reliable distance prediction based solely on micro-CT–derived metrics.

Consequently, micro-CT should currently be interpreted as a complementary, non-destructive imaging modality that facilitates three-dimensional localization of potential residues and guides targeted confirmatory analyses rather than serving as a standalone method for elemental identification or definitive shooting-distance estimation. Future research should prioritize independent replication under diverse ballistic conditions, standardized acquisition and segmentation protocols, and integration with compositional techniques, particularly SEM/EDS as the primary confirmatory framework, to establish robust performance benchmarks and define the operational limits of micro-CT within forensic ballistic investigations.