Explorando la intersección entre microbiología y ciencias forenses: una revisión de tema

La microbiología forense, especializada en la aplicación de técnicas microbiológicas en investigaciones criminales, juega un papel clave en resolver casos que involucran microorganismos, desde envenenamientos hasta brotes de enfermedades. Se llevó a cabo una revisión de tema entre 2018 y 2024, ident...

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Autores:: Segura Noreña, Juliana

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Fecha de publicación:: 2024

Institución:: Universidad Libre

Repositorio:: RIU - Repositorio Institucional UniLibre

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repository_id_str
dc.title.spa.fl_str_mv	Explorando la intersección entre microbiología y ciencias forenses: una revisión de tema
title	Explorando la intersección entre microbiología y ciencias forenses: una revisión de tema
spellingShingle	Explorando la intersección entre microbiología y ciencias forenses: una revisión de tema intervalo postmortem necrobioma postmortem tanatomicrobioma necrobiome postmortem interval estimation postmortem tanatomicrobiome
title_short	Explorando la intersección entre microbiología y ciencias forenses: una revisión de tema
title_full	Explorando la intersección entre microbiología y ciencias forenses: una revisión de tema
title_fullStr	Explorando la intersección entre microbiología y ciencias forenses: una revisión de tema
title_full_unstemmed	Explorando la intersección entre microbiología y ciencias forenses: una revisión de tema
title_sort	Explorando la intersección entre microbiología y ciencias forenses: una revisión de tema
dc.creator.fl_str_mv	Segura Noreña, Juliana
dc.contributor.advisor.none.fl_str_mv	Álvarez Aldana, Adalucy
dc.contributor.author.none.fl_str_mv	Segura Noreña, Juliana
dc.subject.spa.fl_str_mv	intervalo postmortem necrobioma postmortem tanatomicrobioma
topic	intervalo postmortem necrobioma postmortem tanatomicrobioma necrobiome postmortem interval estimation postmortem tanatomicrobiome
dc.subject.subjectenglish.spa.fl_str_mv	necrobiome postmortem interval estimation postmortem tanatomicrobiome
description	La microbiología forense, especializada en la aplicación de técnicas microbiológicas en investigaciones criminales, juega un papel clave en resolver casos que involucran microorganismos, desde envenenamientos hasta brotes de enfermedades. Se llevó a cabo una revisión de tema entre 2018 y 2024, identificando temas como el microbioma postmortem, herramientas microbiológicas forenses y la creación de biobancos forenses. El análisis de artículos destacó algunas técnicas para el análisis del microbioma de importancia en el área forense. Se discuten áreas emergentes como la geolocalización forense, centrada en la integración de la geología en investigaciones criminales, y el estudio de los "necrosoles", la interacción entre restos humanos y el suelo. La colaboración interdisciplinaria, la estandarización de métodos y la consideración de desafíos éticos son esenciales en estas investigaciones que prometen transformar la ciencia forense y mejorar su aplicación en investigaciones criminales, proporcionando respuestas más precisas y justas en el ámbito legal.
publishDate	2024
dc.date.created.none.fl_str_mv	2024-06-12
dc.date.accessioned.none.fl_str_mv	2025-07-23T18:52:25Z
dc.date.available.none.fl_str_mv	2025-07-23T18:52:25Z
dc.type.coar.fl_str_mv	http://purl.org/coar/resource_type/c_7a1f
dc.type.local.spa.fl_str_mv	Tesis de Pregrado
dc.type.driver.spa.fl_str_mv	info:eu-repo/semantics/bachelorThesis
dc.identifier.uri.none.fl_str_mv	https://hdl.handle.net/10901/31573
url	https://hdl.handle.net/10901/31573
dc.relation.references.spa.fl_str_mv	A Patrizia, N Arora, G Russo, S Kreutzer, L Snipen, & C Haas. (2021). Assessing time dependent changes in microbial composition of biological crime scene traces using microbial RNA markers. Assessing Time Dependent Changes in Microbial Composition of Biological Crime Scene Traces Using Microbial RNA Markers. A Rodríguez, I Casas, E Culebras, E Morlla, M Cohen, & J Alberola. (2020). COVID-19 and post mortem microbiological studies. Revista Española de Medicina Legal. A Sherier, A Woerner, & B Budowle. (2021). Population Informative Markers Selected Using Wright’s Fixation Index and Machine Learning Improves Human Identification Using the Skin Microbiome. Applied and Environmental Microbiology. A Tarone, A Mann, Y Zhang, R Zascavage, E Mitchell, E Morales, T Rush, & M Allen. (2022). The devil is in the details: Variable impacts of season, BMI, sampling site temperature, and presence of insects on the post-mortem microbiome. Frontiers in Microbiology. Ahannach, S., Spacova, I., Decorte, R., Jehaes, E., & Lebeer, S. (2021). At the Interface of Life and Death: Post-mortem and Other Applications of Vaginal, Skin, and Salivary Microbiome Analysis in Forensics. Microbilogy. Aragonés, Á. M., Martínez-Manzanares, E., & Tapia-Paniagua, S. T. (2022). Estudio mediante técnicas moleculares del tanatomicrobioma intestinal en la estimación del intervalo post mortem temprano empleando un modelo de ratón. Revista Española de Medicina Legal, 48(3), 107–114. https://doi.org/10.1016/j.reml.2021.09.004 Aragonés, Á. M., & Tapia-Paniagua, S. T. (2022a). Review of cadaveric dating methods and new perspectives from the necrobiome. Spanish Journal of Legal Medicine, 48(1), 30–35. https://doi.org/10.1016/j.remle.2021.05.001 Aragonés, Á. M., & Tapia-Paniagua, S. T. (2022b). Revisión sobre las nuevas perspectivas de datación cadavérica desde el necrobioma. Revista Española de Medicina Legal, 48(1), 30–35. https://doi.org/10.1016/j.reml.2021.05.001 Barrio, P. A., Fernández-Rodríguez, A., Martín, P., Fernández, C., Fernández, L., & Alonso, A. (2021). Forensic evaluation of two nucleic acid extraction systems and validation of a RT qPCR protocol for identification of SARS-CoV-2 in post-mortem nasopharyngeal swabs. Forensic Science International, 323, 110775. https://doi.org/10.1016/j.forsciint.2021.110775 Burcham, Z. M., Pechal, J. L., Schmidt, C. J., Bose, J. L., Rosch, J. W., Benbow, M. E., & Jordan, H. R. (2019). Bacterial Community Succession, Transmigration, and Differential Gene Transcription in a Controlled Vertebrate Decomposition Model. Frontiers in Microbiology, 10. https://doi.org/10.3389/fmicb.2019.00745 Cho, H., & Eorn, Y. (2021). Forensic Analysis of Human Microbiome in Skin and Body Fluids Based on Geographic Location. Cell. Infect. Microbiol. Clarke, T., Brinkac, L., Greco, C., Alleyne, A. T., Carrasco, P., Inostroza, C., Tau, T., Wisitrasameewong, W., Torralba, M. G., Nelson, K., & Singh, H. (2022). Sampling from four geographically divergent young female populations demonstrates forensic geolocation potential in microbiomes. Scientific Reports, 12(1), 18547. https://doi.org/10.1038/s41598 022-21779-z Dass, M., Singh, Y., & Meenu, G. (2023). A Review on Microbial Species for Forensic Body Fluid Identification in Healthy and Diseased Humans. Current Microbiology. DeBruyn, J. M., Hoeland, K. M., Taylor, L. S., Stevens, J. D., Moats, M. A., Bandopadhyay, S., Dearth, S. P., Castro, H. F., Hewitt, K. K., Campagna, S. R., Dautartas, A. M., Vidoli, G. M., Mundorff, A. Z., & Steadman, D. W. (2021). Comparative Decomposition of Humans and Pigs: Soil Biogeochemistry, Microbial Activity and Metabolomic Profiles. Frontiers in Microbiology, 11. https://doi.org/10.3389/fmicb.2020.608856 Dell’Annunziata, F Martora, M Pella, & V Folliero. (2022). Postmortem interval assessment by MALDI‐TOF mass spectrometry analysis in murine cadavers. Journal of Applied Microbiology. Dong, K., Xin, Y., Cao, F., Huang, Z., Sun, J., Peng, M., Liu, W., & Shi, P. (2019). Succession of oral microbiota community as a tool to estimate postmortem interval. Scientific Reports, 9(1), 13063. https://doi.org/10.1038/s41598-019-49338-z E Jordna. (2012). La espectrometría de masas en el laboratorio de microbiología clínica. Enfermedades Infecciosas Mictiology Clinic. Filograna, L., Manenti, G., Arena, V., Dell’Aquila, M., Pascali, V. L., Natale, L., Colosimo, C., Grassi, S., Floris, R., & Oliva, A. (2021). Claimed medical malpractice in fatal SARS-CoV-2 infections: the importance of combining ante- and post-mortem radiological data and autopsy findings for correct forensic analysis. Forensic Imaging, 25, 200454. https://doi.org/10.1016/j.fri.2021.200454 Fu, X., Guo, J., Finkelbergs, D., He, J., Zha, L., Guo, Y., & Cai, J. (2019). Fungal succession during mammalian cadaver decomposition and potential forensic implications. Scientific Reports, 9(1), 12907. https://doi.org/10.1038/s41598-019-49361-0 G Álvarez, F Guarner, T Requena, & A Marcos. (2020). Dieta y microbiota. Impacto en la salud. Nutrición Hospitalaria. García-López, Z., Martínez Cortizas, A., Álvarez-Fernández, N., & López-Costas, O. (2022). Understanding Necrosol pedogenetical processes in post-Roman burials developed on dunes sands. Scientific Reports, 12(1), 10619. https://doi.org/10.1038/s41598-022-14750-5 Getnet, A Gautam, & R Kumar. (2018). Poisoning with Soman, an Organophosphorus Nerve Agent, Alters Fecal Bacterial Biota and Urine Metabolites: a Case for Novel Signatures for Asymptomatic Nerve Agent Exposure. AppliedandEnvironmentalMicrobiology. Gouello, A., Dunyach, C., Siatka, C., & Lavigne, J. (2022). Analysis of Microbial Communities: An Emerging Tool in Forensic Sciences. Diagnostics. Gökdemir, F., Doğan, M., Arslan-Akveran, Gönül., Şensöz, S., Karasartova, D & Taylan-Ozkan, A. (2023). Determination of diversity of actinomycete in forest soil subject to different blood groups; Classical approaches before metagenomic. Turkish Bulletin of Hygiene and Experimental Biology. 80. 285-308. 10.5505/TurkHijyen.2023.76753. A Gómez. (2019). Microbiome, health and illnesses: probiotics, prebiotics and synbiotics. Biomedica. Guareschi, E. E., & Magni, P. A. (2022). Preliminary Taphonomical Comparison of the Decomposition Process in Simple Burials, Traditional Tombs and Aerated Tombs in an Urban Cemetery in Northern Italy. Forensic Sciences, 2(3), 505–515. https://doi.org/10.3390/forensicsci2030037 Guarner, F. (2011). Microbiota intestinal y enfermedades inflamatorias del intestino. Gastroenterología y Hepatología, 34(3), 147–154. https://doi.org/10.1016/j.gastrohep.2010.11.009 Haarkötter, C., Saiz, M., Gálvez, X., Medina, M., Álvarez, J., & Lorente, J. (2021). Usefulness of Microbiome for Forensic Geolocation: A Review. The Impact of the Human Microbiome and Proteome in Forensic Science). J Hampton, P Larsen, T Anton, L Cralle, & N Snagwan. (2020). Detecting Personal Microbiota Signatures at Artificial Crime Detecting Personal Microbiota Signatures at Artificial Crime Scenes Scenes. Nova Southeastern University Nova Southeastern University . J Metcalf, Z Xu, A Bouslimani, P Dorrestein, D Cater, & R Knight. (2017). Microbiome Tools for Forensic Science. SPECIAL ISSUE: ENVIRONMENTAL BIOTECHNOLOGY, 35(9), 814–823. Mickleburgh, H. L., Schwalbe, E. C., Bonicelli, A., Mizukami, H., Sellitto, F., Starace, S., Wescott, D. J., Carter, D. O., & Procopio, N. (2021). Human Bone Proteomes before and after Decomposition: Investigating the Effects of Biological Variation and Taphonomic Alteration on Bone Protein Profiles and the Implications for Forensic Proteomics. Journal of proteome research, 20(5), 2533–2546. https://doi.org/10.1021/acs.jproteome.0c00992 Jermakow, K., & Rorat, M. (2022). Post-Mortem Microbiology: Retrospective Analysis of Infections Caused by Enterococcus Strains. Pathogens, 11(2), 204. https://doi.org/10.3390/pathogens11020204 K Dong, Y Xin, F Cao, Z Huang, J Sun, M Peng, W Liu, & P Shi. (2019). Succession of oral microbiota community as a tool to estimate postmortem interval. Scientific Report. Kihara, Y., Makino, Y., Nakajima, M., Tsuneya, S., Tanaka, A., Yamaguchi, R., Torimitsu, S., Hayama, S., & Iwase, H. (2021). Experimental water injection into lungs using an animal model: Verification of the diatom concentration test to diagnose drowning. Forensic Science International, 327, 110983. https://doi.org/10.1016/j.forsciint.2021.110983 L Iancu, E Junkins, G Necula, & C Purcarea. (2018). Characterizing forensically important insect and microbial community colonization patterns in buried remains. Scientific Report. L Salame, X Flores, R Sánchez, & I Vargas. (2022). Microbioma y enfermedades crónicas. Anales Médicos. Lewis, C., & Seashols‐Williams, S. J. (2022). Design and optimization of a <scp>16S</scp> microbial <scp>qPCR</scp> multiplex for the presumptive identification of feces, saliva, vaginal and menstrual secretions. Journal of Forensic Sciences, 67(4), 1660–1667. https://doi.org/10.1111/1556-4029.15029 Liu, Y Zhao, Y Sun, P Wu, S Zhou, & L Ren. (2020). Diatom DNA barcodes for forensic discrimination of drowning incidents. FEMS Microbiology Letters. M Farías, C Silva, & J Rozowski. (2011). MICROBIOTA INTESTINAL: ROL EN OBESIDAD. Revista Chilena de Nutrición. M Moreno, J Valladare, & J Halabe. (2018). Human microbiome. Revista de La Facultad de Medicina (México). Q Su, C Yang, L Chen, Y She, Q Xu, J Zhao, C Liu, & H Sun. (2023). Inference of drowning sites using bacterial composition and random forest algorithm. Frontier in Microbiology. R Liu, K Zhang, H Li, Q Sun, X Wei, H Li, S Zhang, S Fan, & Z Wang. (2023). Dissecting the microbial community structure of internal organs during the early postmortem period in a murine corpse model. BMC Microbiology. Robinson, J., Pasternak, Z., Mason, C., & Elhaik, E. (2020). Forensic Applications of Microbiomics: A Review. Elsevier. S Domingo, & C Sánchez. (2018). De la flora intestinal al microbioma. Revista Española de Enfermedades Digestivas. S Lee, H You, S Lee, Y Lee, H Kang, H Sung, & S Hyun. (2021). Individual Identification with Short Tandem Repeat Analysis and Collection of Secondary Information Using Microbiome Analysis. Genes. Sguzzi, G., Mickleburgh, H., Ghignone, S., Ogbanga, N., Gino, S., & Procopio, N. (2022). Microbial DNA in human nucleic acid extracts: Recoverability of the microbiome in DNA extracts stored frozen long-term and its potential and ethical implications for forensic investigation. Fsigen. Skjælaaen, K., Nesvold, H., Brekke, M., Sare, M., Landaas, E. T., Mdala, I., Olsen, A. O., & Vallersnes, O. M. (2022). Sexually transmitted infections among patients attending a sexual assault centre: a cohort study from Oslo, Norway. BMJ Open, 12(12), e064934. https://doi.org/10.1136/bmjopen-2022-064934 Tambuzzi, S., Maciocco, F., Gentile, G., Boracchi, M., Bailo, P., Marchesi, M., & Zoja, R. (2023). Applications of microbiology to different forensic scenarios – A narrative review. Journal of Forensic and Legal Medicine, 98, 102560. https://doi.org/10.1016/j.jflm.2023.102560 Tarone, A Mann, Y Zhang, R Zascavage, E Mitchell, E Morales, T Rush, & M Allen. (2022). The devil is in the details: Variable impacts of season, BMI, sampling site temperature, and presence of insects on the post-mortem microbiome. Frontiers in Microbiology. Tozzo, P., D’Angiolla, G., Brun, P., Castagliuolo, I., Gino, S., & Caenazzo, L. (2020). Skin Microbiome Analysis for Forensic Human Identification: What Do We Know So Far? Microorganisms. Vélez, S., Sedov, S., Monsalve, T., Cardona-Gallo, S. A., Quiroz, M. L., & Solleiro-Rebolledo, E. (2020). Caracterización de Necrosoles en el bosque seco tropical en Colombia: un acercamiento desde la geología forense. Revista Mexicana de Ciencias Geológicas, 37(2), 146–156. https://doi.org/10.22201/cgeo.20072902e.2020.2.1539 Wang, S., Song, F., Gu, H., Shu, Z., Wei, X., Zhang, K., Zhou, Y., Jiang, L., Wang, Z., Li, J., Luo, H., & Liang, W. (2022). Assess the diversity of gut microbiota among healthy adults for forensic application. Microbial Cell Factories, 21(1), 46. https://doi.org/10.1186/s12934-022 01769-6 Y Xie, & J Herath. (2022). A case of persistent severe sequelae of COVID-19 infection: potential role in sudden death? Forensic Science, Medicine and Pathology. Yuan, H., Wang, Z., Wang, Z., Zhang, F., Guan, D., & Zhao, R. (2023). Trends in forensic microbiology: From classical methods to deep learning. Elsevier. Zhou, W., & Bian, Y. (2018). Thanatomicrobiome composition profiling as a tool for forensic investigation. Forensic Sciences Research, 3(2), 105–110. https://doi.org/10.1080/20961790.2018.1466430
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spelling	Álvarez Aldana, AdalucySegura Noreña, JulianaPereira2025-07-23T18:52:25Z2025-07-23T18:52:25Z2024-06-12https://hdl.handle.net/10901/31573La microbiología forense, especializada en la aplicación de técnicas microbiológicas en investigaciones criminales, juega un papel clave en resolver casos que involucran microorganismos, desde envenenamientos hasta brotes de enfermedades. Se llevó a cabo una revisión de tema entre 2018 y 2024, identificando temas como el microbioma postmortem, herramientas microbiológicas forenses y la creación de biobancos forenses. El análisis de artículos destacó algunas técnicas para el análisis del microbioma de importancia en el área forense. Se discuten áreas emergentes como la geolocalización forense, centrada en la integración de la geología en investigaciones criminales, y el estudio de los "necrosoles", la interacción entre restos humanos y el suelo. La colaboración interdisciplinaria, la estandarización de métodos y la consideración de desafíos éticos son esenciales en estas investigaciones que prometen transformar la ciencia forense y mejorar su aplicación en investigaciones criminales, proporcionando respuestas más precisas y justas en el ámbito legal.Universidad Libre Seccional Pereira -- Facultad de Ciencias de la Salud, Exactas y Naturales -- Microbiología Forensic microbiology, specialized in the application of microbiological techniques in criminal investigations, plays a key role in solving cases involving microorganisms. From poisonings to disease outbreaks, it has proven valuable. A literature review was conducted between 2018 and 2024, identifying topics such as the postmortem microbiome, forensic microbiological tools, and the creation of forensic biobanks. The analysis of articles highlighted some techniques for the analysis of the microbiome of importance in the forensic area. Emerging areas such as forensic geolocation, focused on the integration of geology in criminal investigations, and the study of "necrosols", the interaction between human remains and the soil, are discussed. Interdisciplinary collaboration, standardization of methods and consideration of ethical challenges are essential in these investigations that promise to transform forensic science and improve its application in criminal investigations, providing more precise and fair responses in the legal field.PDFhttp://creativecommons.org/licenses/by-nc-nd/2.5/co/Atribución-NoComercial-SinDerivadas 2.5 Colombiainfo:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2intervalo postmortemnecrobiomapostmortemtanatomicrobiomanecrobiomepostmortem interval estimationpostmortemtanatomicrobiomeExplorando la intersección entre microbiología y ciencias forenses: una revisión de temaTesis de Pregradoinfo:eu-repo/semantics/bachelorThesishttp://purl.org/coar/resource_type/c_7a1fA Patrizia, N Arora, G Russo, S Kreutzer, L Snipen, & C Haas. (2021). Assessing time dependent changes in microbial composition of biological crime scene traces using microbial RNA markers. Assessing Time Dependent Changes in Microbial Composition of Biological Crime Scene Traces Using Microbial RNA Markers.A Rodríguez, I Casas, E Culebras, E Morlla, M Cohen, & J Alberola. (2020). COVID-19 and post mortem microbiological studies. Revista Española de Medicina Legal.A Sherier, A Woerner, & B Budowle. (2021). Population Informative Markers Selected Using Wright’s Fixation Index and Machine Learning Improves Human Identification Using the Skin Microbiome. Applied and Environmental Microbiology.A Tarone, A Mann, Y Zhang, R Zascavage, E Mitchell, E Morales, T Rush, & M Allen. (2022). The devil is in the details: Variable impacts of season, BMI, sampling site temperature, and presence of insects on the post-mortem microbiome. Frontiers in Microbiology.Ahannach, S., Spacova, I., Decorte, R., Jehaes, E., & Lebeer, S. (2021). At the Interface of Life and Death: Post-mortem and Other Applications of Vaginal, Skin, and Salivary Microbiome Analysis in Forensics. Microbilogy.Aragonés, Á. M., Martínez-Manzanares, E., & Tapia-Paniagua, S. T. (2022). Estudio mediante técnicas moleculares del tanatomicrobioma intestinal en la estimación del intervalo post mortem temprano empleando un modelo de ratón. Revista Española de Medicina Legal, 48(3), 107–114. https://doi.org/10.1016/j.reml.2021.09.004Aragonés, Á. M., & Tapia-Paniagua, S. T. (2022a). Review of cadaveric dating methods and new perspectives from the necrobiome. Spanish Journal of Legal Medicine, 48(1), 30–35. https://doi.org/10.1016/j.remle.2021.05.001Aragonés, Á. M., & Tapia-Paniagua, S. T. (2022b). Revisión sobre las nuevas perspectivas de datación cadavérica desde el necrobioma. Revista Española de Medicina Legal, 48(1), 30–35. https://doi.org/10.1016/j.reml.2021.05.001Barrio, P. A., Fernández-Rodríguez, A., Martín, P., Fernández, C., Fernández, L., & Alonso, A. (2021). Forensic evaluation of two nucleic acid extraction systems and validation of a RT qPCR protocol for identification of SARS-CoV-2 in post-mortem nasopharyngeal swabs. Forensic Science International, 323, 110775. https://doi.org/10.1016/j.forsciint.2021.110775Burcham, Z. M., Pechal, J. L., Schmidt, C. J., Bose, J. L., Rosch, J. W., Benbow, M. E., & Jordan, H. R. (2019). Bacterial Community Succession, Transmigration, and Differential Gene Transcription in a Controlled Vertebrate Decomposition Model. Frontiers in Microbiology, 10. https://doi.org/10.3389/fmicb.2019.00745Cho, H., & Eorn, Y. (2021). Forensic Analysis of Human Microbiome in Skin and Body Fluids Based on Geographic Location. Cell. Infect. Microbiol.Clarke, T., Brinkac, L., Greco, C., Alleyne, A. T., Carrasco, P., Inostroza, C., Tau, T., Wisitrasameewong, W., Torralba, M. G., Nelson, K., & Singh, H. (2022). Sampling from four geographically divergent young female populations demonstrates forensic geolocation potential in microbiomes. Scientific Reports, 12(1), 18547. https://doi.org/10.1038/s41598 022-21779-zDass, M., Singh, Y., & Meenu, G. (2023). A Review on Microbial Species for Forensic Body Fluid Identification in Healthy and Diseased Humans. Current Microbiology.DeBruyn, J. M., Hoeland, K. M., Taylor, L. S., Stevens, J. D., Moats, M. A., Bandopadhyay, S., Dearth, S. P., Castro, H. F., Hewitt, K. K., Campagna, S. R., Dautartas, A. M., Vidoli, G. M., Mundorff, A. Z., & Steadman, D. W. (2021). Comparative Decomposition of Humans and Pigs: Soil Biogeochemistry, Microbial Activity and Metabolomic Profiles. Frontiers in Microbiology, 11. https://doi.org/10.3389/fmicb.2020.608856Dell’Annunziata, F Martora, M Pella, & V Folliero. (2022). Postmortem interval assessment by MALDI‐TOF mass spectrometry analysis in murine cadavers. 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Forensic Sciences Research, 3(2), 105–110. https://doi.org/10.1080/20961790.2018.1466430THUMBNAILAutoriz publicación de trabajos en formato digital.pdf.jpgAutoriz publicación de trabajos en formato digital.pdf.jpgIM Thumbnailimage/jpeg28704http://repository.unilibre.edu.co/bitstream/10901/31573/4/Autoriz%20%20publicaci%c3%b3n%20de%20trabajos%20en%20formato%20digital.pdf.jpged6435399af85258c2555365aa8c7d75MD54Trabajo de grado JULIANA SEGURA.pdf.jpgTrabajo de grado JULIANA SEGURA.pdf.jpgIM Thumbnailimage/jpeg23866http://repository.unilibre.edu.co/bitstream/10901/31573/5/Trabajo%20de%20grado%20JULIANA%20SEGURA.pdf.jpg8e787b421d5138b13c52c2755c72980aMD55LICENSElicense.txtlicense.txttext/plain; charset=utf-81748http://repository.unilibre.edu.co/bitstream/10901/31573/3/license.txt8a4605be74aa9ea9d79846c1fba20a33MD53ORIGINALAutoriz publicación de trabajos en formato digital.pdfAutoriz publicación de trabajos en formato digital.pdfapplication/pdf383503http://repository.unilibre.edu.co/bitstream/10901/31573/1/Autoriz%20%20publicaci%c3%b3n%20de%20trabajos%20en%20formato%20digital.pdf9ef71427c10b0830923faedc5b210980MD51Trabajo de grado JULIANA SEGURA.pdfTrabajo de grado JULIANA SEGURA.pdfapplication/pdf390847http://repository.unilibre.edu.co/bitstream/10901/31573/2/Trabajo%20de%20grado%20JULIANA%20SEGURA.pdf9f22adeb901ced81c1c82526519d6dbbMD5210901/31573oai:repository.unilibre.edu.co:10901/315732025-07-24 06:00:34.737Repositorio Institucional Unilibrerepositorio@unilibrebog.edu.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