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Wilk LS, Edelman GJ, Aalders MCG. Next-generation time of death estimation: combining surrogate model-based parameter optimization and numerical thermodynamics. ROYAL SOCIETY OPEN SCIENCE 2022; 9:220162. [PMID: 35911202 PMCID: PMC9326290 DOI: 10.1098/rsos.220162] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/08/2022] [Accepted: 07/07/2022] [Indexed: 06/15/2023]
Abstract
The postmortem interval (PMI), i.e. the time since death, plays a key role in forensic investigations, as it aids in the reconstruction of the timeline of events. Currently, the standard method for PMI estimation empirically correlates rectal temperatures and PMIs, frequently necessitating subjective correction factors. To address this shortcoming, numerical thermodynamic algorithms have recently been developed, providing rigorous methods to simulate postmortem body temperatures. Comparing these with measured body temperatures then allows non-subjective PMI determination. This approach, however, hinges on knowledge of two thermodynamic input parameters, which are often irretrievable in forensic practice: the ambient temperature prior to discovery of the body and the body temperature at the time of death (perimortem). Here, we overcome this critical limitation by combining numerical thermodynamic modelling with surrogate model-based parameter optimization. This hybrid computational framework predicts the two unknown parameters directly from the measured postmortem body temperatures. Moreover, by substantially reducing computation times (compared with conventional optimization algorithms), this powerful approach is uniquely suited for use directly at the crime scene. Crucially, we validated this method on deceased human bodies and achieved the lowest PMI estimation errors to date (0.18 h ± 0.77 h). Together, these aspects fundamentally expand the applicability of numerical thermodynamic PMI estimation.
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Affiliation(s)
- Leah S. Wilk
- Department of Biomedical Engineering and Physics, Amsterdam UMC Location AMC, University of Amsterdam, Meibergdreef 9, 1105AZ Amsterdam, The Netherlands
- Co van Ledden Hulsebosch Center, University of Amsterdam, Science Park 904, 1098XH Amsterdam, The Netherlands
| | - Gerda J. Edelman
- Netherlands Forensic Institute, Divisie Bijzondere Dienstverlening en Expertise, Laan van Ypenburg 6, 2497 GB The Hague, The Netherlands
| | - Maurice C. G. Aalders
- Department of Biomedical Engineering and Physics, Amsterdam UMC Location AMC, University of Amsterdam, Meibergdreef 9, 1105AZ Amsterdam, The Netherlands
- Co van Ledden Hulsebosch Center, University of Amsterdam, Science Park 904, 1098XH Amsterdam, The Netherlands
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Wilk LS, Edelman GJ, Roos M, Clerkx M, Dijkman I, Melgar JV, Oostra RJ, Aalders MCG. Individualised and non-contact post-mortem interval determination of human bodies using visible and thermal 3D imaging. Nat Commun 2021; 12:5997. [PMID: 34650046 PMCID: PMC8517003 DOI: 10.1038/s41467-021-26318-4] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2020] [Accepted: 09/30/2021] [Indexed: 11/23/2022] Open
Abstract
Determining the time since death, i.e., post-mortem interval (PMI), often plays a key role in forensic investigations. The current standard PMI-estimation method empirically correlates rectal temperatures and PMIs, frequently necessitating subjective correction factors. To overcome this, we previously developed a thermodynamic finite-difference (TFD) algorithm, providing a rigorous method to simulate post-mortem temperatures of bodies assuming a straight posture. However, in forensic practice, bodies are often found in non-straight postures, potentially limiting applicability of this algorithm in these cases. Here, we develop an individualised approach, enabling PMI reconstruction for bodies in arbitrary postures, by combining photogrammetry and TFD modelling. Utilising thermal photogrammetry, this approach also represents the first non-contact method for PMI reconstruction. The performed lab and crime scene validations reveal PMI reconstruction accuracies of 0.26 h ± 1.38 h for true PMIs between 2 h and 35 h and total procedural durations of ~15 min. Together, these findings broaden the potential applicability of TFD-based PMI reconstruction. Establishing the time since death (TSD) is vital in many forensic investigations. By combining thermometry, photogrammetry and numerical thermodynamic modelling, the TSD can be determined non-invasively for bodies of arbitrary shape and posture with an unprecedented accuracy of 0.26 h ± 1.38 h.
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Affiliation(s)
- Leah S Wilk
- Department of Biomedical Engineering and Physics, Amsterdam UMC Location AMC, University of Amsterdam, Meibergdreef 9, 1105AZ, Amsterdam, The Netherlands.,Co van Ledden Hulsebosch Center, University of Amsterdam, Science Park 904, 1098XH, Amsterdam, The Netherlands
| | - Gerda J Edelman
- Netherlands Forensic Institute, Divisie Bijzondere Dienstverlening en Expertise, Laan van Ypenburg 6, 2497 GB, The Hague, The Netherlands
| | - Martin Roos
- Netherlands Forensic Institute, Divisie Bijzondere Dienstverlening en Expertise, Laan van Ypenburg 6, 2497 GB, The Hague, The Netherlands
| | - Mara Clerkx
- Department of Medical Biology, Section Clinical Anatomy and Embryology, Amsterdam UMC Location AMC, University of Amsterdam, Meibergdreef 9, 1105 AZ, Amsterdam, The Netherlands
| | - Inge Dijkman
- Department of Medical Biology, Section Clinical Anatomy and Embryology, Amsterdam UMC Location AMC, University of Amsterdam, Meibergdreef 9, 1105 AZ, Amsterdam, The Netherlands
| | - Jordi Vera Melgar
- Department of Medical Biology, Section Clinical Anatomy and Embryology, Amsterdam UMC Location AMC, University of Amsterdam, Meibergdreef 9, 1105 AZ, Amsterdam, The Netherlands
| | - Roelof-Jan Oostra
- Co van Ledden Hulsebosch Center, University of Amsterdam, Science Park 904, 1098XH, Amsterdam, The Netherlands.,Department of Medical Biology, Section Clinical Anatomy and Embryology, Amsterdam UMC Location AMC, University of Amsterdam, Meibergdreef 9, 1105 AZ, Amsterdam, The Netherlands
| | - Maurice C G Aalders
- Department of Biomedical Engineering and Physics, Amsterdam UMC Location AMC, University of Amsterdam, Meibergdreef 9, 1105AZ, Amsterdam, The Netherlands. .,Co van Ledden Hulsebosch Center, University of Amsterdam, Science Park 904, 1098XH, Amsterdam, The Netherlands.
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Wilk LS, Hoveling RJM, Edelman GJ, Hardy HJJ, van Schouwen S, van Venrooij H, Aalders MCG. Reconstructing the time since death using noninvasive thermometry and numerical analysis. SCIENCE ADVANCES 2020; 6:eaba4243. [PMID: 32523999 PMCID: PMC7259946 DOI: 10.1126/sciadv.aba4243] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/03/2019] [Accepted: 03/26/2020] [Indexed: 06/11/2023]
Abstract
The early postmortem interval (PMI), i.e., the time shortly after death, can aid in the temporal reconstruction of a suspected crime and therefore provides crucial information in forensic investigations. Currently, this information is often derived from an empirical model (Henssge's nomogram) describing posthumous body cooling under standard conditions. However, nonstandard conditions necessitate the use of subjective correction factors or preclude the use of Henssge's nomogram altogether. To address this, we developed a powerful method for early PMI reconstruction using skin thermometry in conjunction with a comprehensive thermodynamic finite-difference model, which we validated using deceased human bodies. PMIs reconstructed using this approach, on average, deviated no more than ±38 minutes from their corresponding true PMIs (which ranged from 5 to 50 hours), significantly improving on the ±3 to ±7 hours uncertainty of the gold standard. Together, these aspects render this approach a widely applicable, i.e., forensically relevant, method for thermometric early PMI reconstruction.
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Affiliation(s)
- Leah S. Wilk
- Department of Biomedical Engineering and Physics, Amsterdam UMC, location AMC, University of Amsterdam, Meibergdreef 9, 1105AZ Amsterdam, Netherlands
- Co van Ledden Hulsebosch Center (CLHC), University of Amsterdam, 1098XH Amsterdam, Netherlands
| | - Richelle J. M. Hoveling
- Department of Biomedical Engineering and Physics, Amsterdam UMC, location AMC, University of Amsterdam, Meibergdreef 9, 1105AZ Amsterdam, Netherlands
| | - Gerda J. Edelman
- Netherlands Forensic Institute, Divisie Bijzondere Dienstverlening en Expertise, The Hague, Netherlands
| | - Huub J. J. Hardy
- Institute for Interdisciplinary Studies, University of Amsterdam, Amsterdam, Netherlands
| | - Sebastiaan van Schouwen
- Department of Biomedical Engineering and Physics, Amsterdam UMC, location AMC, University of Amsterdam, Meibergdreef 9, 1105AZ Amsterdam, Netherlands
- Co van Ledden Hulsebosch Center (CLHC), University of Amsterdam, 1098XH Amsterdam, Netherlands
- Netherlands Forensic Institute, Divisie Bijzondere Dienstverlening en Expertise, The Hague, Netherlands
- Institute for Interdisciplinary Studies, University of Amsterdam, Amsterdam, Netherlands
| | - Harry van Venrooij
- Netherlands Forensic Institute, Divisie Bijzondere Dienstverlening en Expertise, The Hague, Netherlands
| | - Maurice C. G. Aalders
- Department of Biomedical Engineering and Physics, Amsterdam UMC, location AMC, University of Amsterdam, Meibergdreef 9, 1105AZ Amsterdam, Netherlands
- Co van Ledden Hulsebosch Center (CLHC), University of Amsterdam, 1098XH Amsterdam, Netherlands
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Li C, Wang Q, Zhang Y, Lin H, Zhang J, Huang P, Wang Z. Research progress in the estimation of the postmortem interval by Chinese forensic scholars. Forensic Sci Res 2016; 1:3-13. [PMID: 30483604 PMCID: PMC6197124 DOI: 10.1080/20961790.2016.1229377] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2016] [Accepted: 08/23/2016] [Indexed: 10/25/2022] Open
Abstract
The determination of time since death or the postmortem interval (PMI) is one of the most important and frequently asked questions in forensic medicine. Medicolegal scholars and forensic pathologists around the world have studied the estimation of PMI extensively in the past, and many novel methods and advanced technologies have now been applied in the field. For several centuries, Chinese forensic examiners have also worked on the estimation of the PMI, and there are a large number of excellent studies published in Chinese rather than in English, and these are not easily accessible or known internationally. Therefore we have conducted a review of relevant studies published by Chinese forensic scholars in the last few decades. The scope of this review is to provide a concise summary of the current progress in the estimation of PMI by Chinese forensic researchers using molecular biology, spectroscopic technology, entomological methods, energy changes, thanatochemistry and other methods.
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Affiliation(s)
- Chengzhi Li
- School of Forensic Science and Medicine, Xi'an Jiaotong University, Xi'an, China.,Shanghai Key Laboratory of Forensic Science, Shanghai Forensic Service Platform, Institute of Forensic Science, Ministry of Justice, PRC, Shanghai, China
| | - Qi Wang
- School of Forensic Science and Medicine, Xi'an Jiaotong University, Xi'an, China
| | - Yinming Zhang
- School of Forensic Science and Medicine, Xi'an Jiaotong University, Xi'an, China
| | - Hancheng Lin
- School of Forensic Science and Medicine, Xi'an Jiaotong University, Xi'an, China
| | - Ji Zhang
- School of Forensic Science and Medicine, Xi'an Jiaotong University, Xi'an, China
| | - Ping Huang
- Shanghai Key Laboratory of Forensic Science, Shanghai Forensic Service Platform, Institute of Forensic Science, Ministry of Justice, PRC, Shanghai, China
| | - Zhenyuan Wang
- School of Forensic Science and Medicine, Xi'an Jiaotong University, Xi'an, China
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Paolillo FR, Romano RA, de Matos L, Rodrigues PGS, Panhóca VH, Martin AA, Soares LES, de Castro Neto JC, Bagnato VS. Fluorescence spectroscopy of teeth and bones of rats to assess demineralization: In vitro, in vivo and ex vivo studies. JOURNAL OF PHOTOCHEMISTRY AND PHOTOBIOLOGY B-BIOLOGY 2016; 165:291-297. [DOI: 10.1016/j.jphotobiol.2016.10.035] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/05/2016] [Revised: 10/24/2016] [Accepted: 10/27/2016] [Indexed: 12/22/2022]
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Menezes PFC, Requena MB, Bagnato VS. Optimization of photodynamic therapy using negative pressure. Photomed Laser Surg 2014; 32:296-301. [PMID: 24730611 DOI: 10.1089/pho.2013.3670] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
OBJECTIVE The goal of this study is to demonstrate an alternative procedure to perform topical photodynamic therapy (PDT). Here, we propose the combined use of negative pressure and a 5-Aminolevulinic acid (5-ALA) cream occlusion to increase protoporphyrin IX (PPIX) formation. BACKGROUND DATA PDT using topical 5-ALA as a prodrug and precursor of PPIX has been used in the treatment and diagnosis of different types of cancer and skin diseases. The use of 5-ALA offers many advantages as a localized and non-systemic application, but it shows limitations in relation to skin penetration. Many authors have discussed the limitations of 5-ALA penetration through the skin. The skin penetration of 5-ALA can be optimized using mechanical devices associated with typical PDT procedure. METHODS For this study, 20% 5-ALA cream was applied to a 9 cm(2) area of skin, and an occlusive dressing was placed. The PPIX production was collected at the skin surface, using fluorescence spectroscopy and widefield fluorescence imaging, for 7 h, and after 24 h. RESULTS We observed that in the presence of negative pressure therapy, the PPIX production, distribution, and elimination are greater and faster than in the control group. The PPIX formation was ∼30% in deeper skin layers, quantified by fluorescence spectroscopy analysis, and ∼20% in surface skin layers, quantified by widefield fluorescence imaging analysis. CONCLUSIONS Negative pressure induction can also help PDT application in the case of inefficient PPIX production. These results can be useful for optimizing the PDT.
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Nasal ciliary motility: a new tool in estimating the time of death. Int J Legal Med 2012; 126:427-33. [PMID: 22370997 DOI: 10.1007/s00414-012-0682-x] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2011] [Accepted: 02/14/2012] [Indexed: 01/29/2023]
Abstract
Determination of time since death is one of the most difficult and crucial issue in forensic medicine. Apart from body cooling, which is commonly used in the early postmortem interval (PMI), supravital reactions are the most interesting postmortem changes for time of death estimation. Nasal ciliary motility has been occasionally observed in postmortem period although no studies have focused on this phenomenon for forensic purposes. We aimed to evaluate the diagnostic usefulness of ciliary motility as a potential tool in estimating the time of death. Specimens of ciliated epithelium from 100 consecutive cadavers were obtained by scraping the nasal mucosa at three different postmortem intervals. The samples were then smeared on a slide, and an in vitro evaluation of ciliary movement was analyzed by phase-contrast microscopy. A postmortem nasal ciliary motility was observed, and a statistically significant relationship between decreasing ciliary movements and increasing postmortem interval was detected even in presence of putrefactive changes of nasal ultrastructure integrity. Some peculiar causes of death seem to influence ciliary motility in the early PMI, while no significant correlations with sex or age were observed. According to the results of this study, postmortem evaluation of nasal ciliary motility may be a bona fide and a feasible option for estimating the time of death.
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