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23 July 2023 / Last updated : 23 July 2023 Andrew Cornell AI/ML

Test (All Tags)

Test (All Tags)

31 December 2022 / Last updated : 20 July 2023 InChI OER Admin Cheminformatics

Progress towards “Large Molecule” support with InChI

Progress towards “Large Molecule” support with InChI Evan Bolton,Ph.D. NCI NIH Virtual Workshop on InChI 2021-03-22 Direct Link (Alows you to activate “Full Screen mode” and open as a single slide show)  

31 December 2022 / Last updated : 31 December 2022 InChI OER Admin Content type

Can an InChI for Nano Address the Need for a Simplified Representation of Complex Nanomaterials across Experimental and Nanoinformatics Studies?

Can an InChI for Nano Address the Need for a Simplified Representation of Complex Nanomaterials across Experimental and Nanoinformatics Studies? Nanomaterials 2020, 10(12), 2493; https://doi.org/10.3390/nano10122493 by Iseult Lynch, Antreas Afantitis, Thomas Exner, Martin Himly, Vladimir Lobaskin, Philip Doganis, Dieter Maier, Natasha Sanabria, Anastasios G. Papadiamantis, Anna Rybinska-Fryca, Maciej Gromelski, Tomasz Puzyn, Egon Willighagen, Blair D. Johnston, Mary Gulumian, […]

31 December 2022 / Last updated : 31 December 2022 InChI OER Admin Nanomaterials

InChI for Nanomaterials

Towards an InChI for Nanomaterials Presentation at NIH NCI Virtual Workshop on International Chemica Identifier Iseult Lynch, University of Birmingham 2021-03-22   Note: You can download the presentation files in the information box below.    

30 November 2022 / Last updated : 31 December 2022 InChI OER Admin Cheminformatics

PubChem: Advancing chemical information through InChI

PubChem: Advancing chemical information through InChI Evan Bolton InChI in the Wild: Celebrating Over 20 years of InChI Development in Memory of InChI Developer Igor PletnevFall 2022 ACS National Meeting2022-08-21 Abstract: The PubChem project (https://pubchem.ncbi.nlm.nih.gov) has been a long time user and contributor to the InChI project. The impact of the InChI project on chemical information and chemical informatics cannot […]

26 November 2022 / Last updated : 26 November 2022 InChI OER Admin Cheminformatics

InChI for inorganics

InChI for Inorganics Alex M. Clark Cheminformatics 2.0 blog September 10, 2019 Cheminformatics 2.0 Blog GitHub: Coordination Complexes for InChI: preliminary study

26 November 2022 / Last updated : 26 November 2022 InChI OER Admin Cheminformatics

Coordination InChI for inorganics: now with stereochemistry

Coordination InChI for inorganics: now with stereochemistry Cheminformatics 2.0 blog by Alex Clark October 18, 2020 Cheminformatics 2.0 Blog Post GitHub: Coordination Complexes for InChI: preliminary study GitHub: Coordination Complexes for InChI: phase 2 study

26 November 2022 / Last updated : 26 November 2022 InChI OER Admin Cheminformatics

Mixtures InChI: A story of how stadards drive upstream products

Mixtures InChI: A story of how stadards drive upstream products Alex M. Clark & Leah R. McEwen NCI Virtual Workshop on international Chemical Identifiers, March 22, 2021   Video Presentation Presentation  

26 November 2022 / Last updated : 26 November 2022 InChI OER Admin Cheminformatics

Mixtures as first class citizens in the realms of informatics

Mixtures as first class citizens in the realms of informatics Alex M. Clark, Collaborative Drug Discovery Cambridge Cheminformatics Network Meeting February 10, 2021   YouTube recording (starts at 1:06) Slideshare Slides

26 November 2022 / Last updated : 26 November 2022 InChI OER Admin Cheminformatics

Mixtures: Informatics for formulations and consumer products

Mixtures: Informatics for formulations and consumer products Leah R. McEwen &  Alex M. Clark Presentation to the Royal Society of Chemistry Formulation 4.1 https://www.formulation.org.uk/f4p1programme/253-past/2020/form4p1/783-form4p1-clark.html (Video)   Slides: https://www.slideshare.net/aclarkxyz/mixtures-informatics-for-formulations-and-consumer-products

26 November 2022 / Last updated : 26 November 2022 InChI OER Admin Cheminformatics

Capturing Mixtures — Bringing Informatics to the World of Practical Chemistry Recorded live December 19, 2019

Capturing Mixtures — Bringing Informatics to the World of Practical Chemistry Recorded live December 19, 2019 CDD Bault Webinar https://www.collaborativedrug.com/recorded-cdd-webinar-capturing-mixtures-bringing-informatics-world-practical-chemistry/ Chris Jakober, Leah McEwen and Alex Clark Slides and Video Available at CDD VAULT   Webinar Summary Our industry has been using cheminformatics to support drug discovery for decades, leveraging formats for describing organic molecules, […]

26 November 2022 / Last updated : 26 November 2022 InChI OER Admin Content type

International Chemical Identifier for Reactions (RInChI)

International Chemical Identifier for Reactions (RInChI) What is RInChI and how does it revolutionize the handling of reaction databases? Gerd Blanke, Günter Grethe, Hans Kraut, Jonathan Goodman ChemAxon User Meeting Europe 2018, Budapest, March 21st, 2018 PowerPoint Presentation

26 November 2022 / Last updated : 26 November 2022 InChI OER Admin Cheminformatics

The RInChI Project

The RInChI Project https://www-rinchi.ch.cam.ac.uk/ https://www-rinchi.ch.cam.ac.uk/rinchi.php   The aim of the RInChI Project is to create a unique, canonical, text string to describe a reaction. Different researchers working on the same reaction should be able to generate the same RInChI without needing to confer with each other

26 November 2022 / Last updated : 26 November 2022 InChI OER Admin

QRInChI: InChI QR code generator

InChI QR code generator https://www-rinchi.ch.cam.ac.uk/qrinchi/ J.M. Goodman & E.D.J. Goodman This is an experimental, proof-of-concept, QRInChI generator. IUPAC is discussing a standard for InChI QR Codes, but a recommendation has yet to be agreed. These QRInChI are generated without any guarantee for any application whatsoever.

26 November 2022 / Last updated : 26 November 2022 InChI OER Admin Content type

A possible extension to the RInChI as a means of providing machine readable process data

A possible extension to the RInChI as a means of providing machine readable process data Philipp-Maximilian Jacob, Tian Lan, Jonathan M. Goodman & Alexei A. Lapkin Journal of Cheminformatics volume 9, Article number: 23 (2017) Abstract: The algorithmic, large-scale use and analysis of reaction databases such as Reaxys is currently hindered by the absence of […]

26 November 2022 / Last updated : 26 November 2022 InChI OER Admin Content type

Analysing a billion reactions with the RInChI

Analysing a billion reactions with the RInChI Jonathan M. Goodman, Gerd Blanke and Hans Kraut From the journal Pure and Applied Chemistry Abstract: The RInChI is a canonical identifier for reactions which is widely used in reaction databases. It can be used to handle large collections of reactions and to link information from diverse data […]

26 November 2022 / Last updated : 26 November 2022 InChI OER Admin Content type

International chemical identifier for reactions (RInChI)

International chemical identifier for reactions (RInChI) Guenter Grethe, Jonathan M Goodman & Chad HG Allen Journal of Cheminformatics volume 5, Article number: 45 (2013) Abstract: The IUPAC International Chemical Identifier (InChI) provides a method to generate a unique text descriptor of molecular structures. Building on this work, we report a process to generate a unique […]

26 November 2022 / Last updated : 26 November 2022 InChI OER Admin Cheminformatics

International chemical identifier for reactions (RInChI)

International chemical identifier for reactions (RInChI) Guenter Grethe, Gerd Blanke, Hans Kraut & Jonathan M. Goodman Journal of Cheminformatics volume 10, Article number: 22 (2018) May 9, 2018 Abstract: The Reaction InChI (RInChI) extends the idea of the InChI, which provides a unique descriptor of molecular structures, towards reactions. Prototype versions of the RInChI have been available since 2011. The […]

26 November 2022 / Last updated : 26 November 2022 InChI OER Admin Cheminformatics

RInChI – What is next?

Powerpoint presentation at NIH InChI workshop, March 22-24, 2021 https://cactus.nci.nih.gov/presentations/NIHInChI_2021-03/NIHInChI.html

24 November 2022 / Last updated : 24 November 2022 InChI OER Admin Cheminformatics

InChI Markush and Variability

InChI Markush and Variability Jonathan M. Goodman, Gerd Blanke, István Öri & Anthony Baston PDF of Presentation given during NIH Virtual Workshop on InChI, March 22, 2021

24 November 2022 / Last updated : 24 November 2022 InChI OER Admin Content type

A Short History of the InChI Project

A Short History of the InChI Project Stephen Heller https://cactus.nci.nih.gov/presentations/NIHInChI_2021-03/Day_1_Stephen_Heller-NIH-Zoom-3-22-21.pptx PowerPoint Presentation of the NIH Virtual Workshop on InChI March 22, 2021

24 November 2022 / Last updated : 24 November 2022 InChI OER Admin Cheminformatics

Tautomers in InChI

Tautomers in InChI NIH InChI Workshop, March 22, 2021 https://cactus.nci.nih.gov/presentations/NIHInChI_2021-03/Day_1_Nicklaus_Tautomerism_2021-03-21A.pdf Presentation by Marc C. Nicklaus Redesign of Handling of Tautomerism for InChI V2 IUPAC Project 2012-023-2-800  

24 November 2022 / Last updated : 24 November 2022 InChI OER Admin Cheminformatics

NCI CADD Tautomerizer

Tautomerizer – Predict tautomers based on 80+ rules https://cactus.nci.nih.gov/tautomerizer/ Introduction from Web Service (11/24/2022): Experimental service that allows you to test a set of tautomeric transforms with your own molecules. The predefined set of transforms comprises both the current 24 standard rules used by the chemoinformatics toolkit CACTVS and 55+ additional rules compiled in the context of […]

24 November 2022 / Last updated : 24 November 2022 InChI OER Admin Cheminformatics

Enumeration of Ring–Chain Tautomers Based on SMIRKS Rules

Enumeration of Ring–Chain Tautomers Based on SMIRKS Rules Laura Guasch, Markus Sitzmann, and Marc C. Nicklaus https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4170818/ J Chem Inf Model. 2014 Sep 22; 54(9): 2423–2432. Abstract: A compound exhibits (prototropic) tautomerism if it can be represented by two or more structures that are related by a formal intramolecular movement of a hydrogen atom from […]

24 November 2022 / Last updated : 24 November 2022 InChI OER Admin Cheminformatics

Tautomerism of Warfarin: Combined Chemoinformatics, Quantum Chemical, and NMR Investigation

Tautomerism of Warfarin: Combined Chemoinformatics, Quantum Chemical, and NMR Investigation Laura Guasch, Megan L. Peach, and Marc C. Nicklaus https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7724503/ J Org Chem. 2015 Oct 16; 80(20): 9900–9909. Abstract: Warfarin, an important anticoagulant drug, can exist in solution in 40 distinct tautomeric forms through both prototropic tautomerism and ring–chain tautomerism. We have investigated all warfarin […]

24 November 2022 / Last updated : 24 November 2022 InChI OER Admin Cheminformatics

Experimental and Chemoinformatics Study of Tautomerism in a Database of Commercially Available Screening Samples

Experimental and Chemoinformatics Study of Tautomerism in a Database of Commercially Available Screening Samples Laura Guasch, Waruna Yapamudiyansel, Megan L. Peach, James A. Kelley, Joseph J. Barchi, Jr., and Marc C. Nicklaus https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5129033/ J Chem Inf Model. 2016 Nov 28; 56(11): 2149–2161. Abstract: We investigated how many cases of the same chemical sold as different products […]

24 November 2022 / Last updated : 24 November 2022 InChI OER Admin Cheminformatics

Tautomerism in large databases

Tautomerism in large databases Markus Sitzmann, Wolf-Dietrich Ihlenfeldt, and Marc C. Nicklaus https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2886898/ Journal of Computer-Aided Molecular Design volume 24, pages521–551 (2010) https://link.springer.com/article/10.1007/s10822-010-9346-4#Ack1   Abstract: We have used the Chemical Structure DataBase (CSDB) of the NCI CADD Group, an aggregated collection of over 150 small-molecule databases totaling 103.5 million structure records, to conduct tautomerism analyses on one of […]

24 November 2022 / Last updated : 9 August 2023 InChI OER Admin Cheminformatics

Tautomer Database: A Comprehensive Resource for Tautomerism Analyses

Tautomer Database: A Comprehensive Resource for Tautomerism Analyses Devendra K. Dhaked, Laura Guasch, and Marc C. Nicklaus https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8456363/   Abstract: We report a database of tautomeric structures that contains 2819 tautomeric tuples extracted from 171 publications. Each tautomeric entry has been annotated with experimental conditions reported in the respective publication, plus bibliographic details, structural identifiers […]

24 November 2022 / Last updated : 24 November 2022 InChI OER Admin Cheminformatics

Toward a Comprehensive Treatment of Tautomerism in Chemoinformatics Including in InChI V2

Toward a Comprehensive Treatment of Tautomerism in Chemoinformatics Including in InChI V2 Devendra K. Dhaked, Wolf-Dietrich Ihlenfeldt, Hitesh Patel, Victorien Delannée, and Marc C. Nicklaus* https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8459712/ Abstract: We have collected 86 different transforms of tautomeric interconversions. Out of those, 54 are for prototropic (non-ring–chain) tautomerism, 21 for ring–chain tautomerism, and 11 for valence tautomerism. The majority […]

24 November 2022 / Last updated : 26 November 2022 InChI OER Admin Cheminformatics

Crowdsourced Evaluation of InChI-based Tautomer Identification

Crowdsourced Evaluation of InChI-based Tautomer Identification precisionFDA Challenge https://precision.fda.gov/challenges/29 Challenge Time Period November 1, 2022 – March 1, 2023 This challenge focuses on the International Chemical Identifier (InChI), which was developed and is maintained under the auspices of the International Union of Pure and Applied Chemistry (IUPAC) and the InChI Trust. The InChI Trust, the IUPAC […]

24 November 2022 / Last updated : 24 November 2022 InChI OER Admin Cheminformatics

InChI Isotopologue and Isotopomer Proposal

InChI Isotopologue and Isotopomer Proposal Figshare deposit of a draft 2018 proposal and acompanying slide show that resulted in an InChI Trust working group on isotopologues.  

24 November 2022 / Last updated : 24 November 2022 InChI OER Admin Cheminformatics

Why is Isotopic Labeling Useful in Metabolomics?

Why is Isotopic Labeling Useful in Metabolomics? 2019-06-24 Metabolomics Workshop Introduction Slide Show

24 November 2022 / Last updated : 24 November 2022 InChI OER Admin Cheminformatics

Isotope Enumerator Web GUI (isoenum-webgui)

Isotope Enumerator Web GUI isoenum-webgui provides Flask-based web user interface that uses isoenum package to generate accurate InChI (International Chemical Identifier) for NMR metabolite features based on standard NMR experimental descriptions (currently 1D-1H and 1D-CHSQC) in order to improve data reusability of metabolomics data isoenum @ GitHub isoenum @ PyPI isoenum @ ReadTheDocs

24 November 2022 / Last updated : 24 November 2022 InChI OER Admin Cheminformatics

Isotope Enumerator (isoenum)

Isotope Enumerator Isotopic (iso) enumerator (enum) – enumerates isotopically resolved InChI (International Chemical Identifier) for metabolites. The isoenum Python package provides command-line interface that allows you to enumerate the possible isotopically-resolved InChI from one of the Chemical Table file (CTfile) formats (i.e. molfile, SDfile) used to describe chemical molecules and reactions as well as from […]

14 September 2022 / Last updated : 14 September 2022 InChI OER Admin Cheminformatics

InchI Isotopologue and Isotopomer Proposal

18 December 2021 / Last updated : 18 December 2021 InChI OER Admin Extended Stereochemistry

Working Group Test

29 November 2020 / Last updated : 10 August 2023 InChI OER Admin Safety

Molecule2PubChemLCSS

Molecule2PubChemLCSS by Jordi Cuadros This Google spreadsheet will allow anyone to connect a list of up to 1,000 chemical names to safety chemical information available in PubChem LCSS.  To obtain the spreadsheet you click the content link, which directs you to Google Docs and allows you to make your own copy of the sheet.  It […]

22 July 2020 / Last updated : 28 October 2020 Richard Kidd Cheminformatics

InChI: Measuring the Molecules

21 February 2020 / Last updated : 27 October 2020 Andrew Cornell Content type

Enhanced recognition and encoding of stereoconfiguration by InChI tools

21 February 2020 / Last updated : 21 February 2020 Andrew Cornell Content type

Identifying International Chemical Identifier (InChI) Enhancements—QR Codes and Industry Applications

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