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      Chemometrics in forensic science: approaches and applications

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          Abstract

          This tutorial review provides an overview of common chemometric methods, and their potential uses within forensic science for evidence interpretation and optimisation of analytical procedures.

          Abstract

          Forensic investigations are often reliant on physical evidence to reconstruct events surrounding a crime. However, there remains a need for more objective approaches to evidential interpretation, along with rigorously validated procedures for handling, storage and analysis. Chemometrics has been recognised as a powerful tool within forensic science for interpretation and optimisation of analytical procedures. However, careful consideration must be given to factors such as sampling, validation and underpinning study design. This tutorial review aims to provide an accessible overview of chemometric methods within the context of forensic science. The review begins with an overview of selected chemometric techniques, followed by a broad review of studies demonstrating the utility of chemometrics across various forensic disciplines. The tutorial review ends with the discussion of the challenges and emerging trends in this rapidly growing field.

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          Is Open Access

          Ror2 signaling regulates Golgi structure and transport through IFT20 for tumor invasiveness

          Signaling through the Ror2 receptor tyrosine kinase promotes invadopodia formation for tumor invasion. Here, we identify intraflagellar transport 20 (IFT20) as a new target of this signaling in tumors that lack primary cilia, and find that IFT20 mediates the ability of Ror2 signaling to induce the invasiveness of these tumors. We also find that IFT20 regulates the nucleation of Golgi-derived microtubules by affecting the GM130-AKAP450 complex, which promotes Golgi ribbon formation in achieving polarized secretion for cell migration and invasion. Furthermore, IFT20 promotes the efficiency of transport through the Golgi complex. These findings shed new insights into how Ror2 signaling promotes tumor invasiveness, and also advance the understanding of how Golgi structure and transport can be regulated.
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            Response surface methodology

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              An introduction to decision tree modeling

                Author and article information

                Contributors
                (View ORCID Profile)
                (View ORCID Profile)
                Journal
                ANALAO
                The Analyst
                Analyst
                Royal Society of Chemistry (RSC)
                0003-2654
                1364-5528
                April 26 2021
                2021
                : 146
                : 8
                : 2415-2448
                Affiliations
                [1 ]School of Molecular and Life Sciences
                [2 ]Curtin University
                [3 ]Perth
                [4 ]Australia
                Article
                10.1039/D1AN00082A
                33729240
                baca4840-8456-4678-ac4b-06f02d5cfe29
                © 2021

                http://rsc.li/journals-terms-of-use

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