Literature DB >> 34539029

A cross-platform informatics system for the Gut Cell Atlas: integrating clinical, anatomical and histological data.

Shunxing Bao1, Sophie Chiron2, Yucheng Tang1, Cody N Heiser3,4, Austin N Southard-Smith3,5, Ho Hin Lee1, Marisol A Ramirez6,7, Yuankai Huo1,8, Mary K Washington9, Elizabeth A Scoville2, Joseph T Roland10,3, Qi Liu6,7, Ken S Lau3,7,5, Keith T Wilson2,11,12,9,13, Lori A Coburn2,11,12,13, Bennett A Landman1,14,15.   

Abstract

The Gut Cell Atlas (GCA), an initiative funded by the Helmsley Charitable Trust, seeks to create a reference platform to understand the human gut, with a specific focus on Crohn's disease. Although a primary focus of the GCA is on focusing on single-cell profiling, we seek to provide a framework to integrate other analyses on multi-modality data such as electronic health record data, radiological images, and histology tissues/images. Herein, we use the research electronic data capture (REDCap) system as the central tool for a secure web application that supports protected health information (PHI) restricted access. Our innovations focus on addressing the challenges with tracking all specimens and biopsies, validating manual data entry at scale, and sharing organizational data across the group. We present a scalable, cross-platform barcode printing/record system that integrates with REDCap. The central informatics infrastructure to support our design is a tuple table to track longitudinal data entry and sample tracking. The current data collection (by December 2020) is illustrated with types and formats of the data that the system collects. We estimate that one terabyte is needed for data storage per patient study. Our proposed data sharing informatics system addresses the challenges with integrating physical sample tracking, large files, and manual data entry with REDCap.

Entities:  

Year:  2021        PMID: 34539029      PMCID: PMC8445503          DOI: 10.1117/12.2581074

Source DB:  PubMed          Journal:  Proc SPIE Int Soc Opt Eng        ISSN: 0277-786X


  12 in total

Review 1.  The adoption and implementation of RFID technologies in healthcare: a literature review.

Authors:  Wen Yao; Chao-Hsien Chu; Zang Li
Journal:  J Med Syst       Date:  2011-10-19       Impact factor: 4.460

2.  Droplet barcoding for single-cell transcriptomics applied to embryonic stem cells.

Authors:  Allon M Klein; Linas Mazutis; Ilke Akartuna; Naren Tallapragada; Adrian Veres; Victor Li; Leonid Peshkin; David A Weitz; Marc W Kirschner
Journal:  Cell       Date:  2015-05-21       Impact factor: 41.582

3.  Enterprise Implementation of Digital Pathology: Feasibility, Challenges, and Opportunities.

Authors:  D J Hartman; L Pantanowitz; J S McHugh; A L Piccoli; M J OLeary; G R Lauro
Journal:  J Digit Imaging       Date:  2017-10       Impact factor: 4.056

Review 4.  Crohn's disease.

Authors:  Daniel C Baumgart; William J Sandborn
Journal:  Lancet       Date:  2012-08-20       Impact factor: 79.321

Review 5.  Digital pathology in clinical use: where are we now and what is holding us back?

Authors:  Jon Griffin; Darren Treanor
Journal:  Histopathology       Date:  2017-01       Impact factor: 5.087

6.  The human protein atlas: A spatial map of the human proteome.

Authors:  Peter J Thul; Cecilia Lindskog
Journal:  Protein Sci       Date:  2017-10-10       Impact factor: 6.725

7.  Prevalence of Inflammatory Bowel Disease Among Adults Aged ≥18 Years - United States, 2015.

Authors:  James M Dahlhamer; Emily P Zammitti; Brian W Ward; Anne G Wheaton; Janet B Croft
Journal:  MMWR Morb Mortal Wkly Rep       Date:  2016-10-28       Impact factor: 17.586

8.  SCANPY: large-scale single-cell gene expression data analysis.

Authors:  F Alexander Wolf; Philipp Angerer; Fabian J Theis
Journal:  Genome Biol       Date:  2018-02-06       Impact factor: 13.583

Review 9.  The Human Tumor Atlas Network: Charting Tumor Transitions across Space and Time at Single-Cell Resolution.

Authors:  Orit Rozenblatt-Rosen; Aviv Regev; Philipp Oberdoerffer; Tal Nawy; Anna Hupalowska; Jennifer E Rood; Orr Ashenberg; Ethan Cerami; Robert J Coffey; Emek Demir; Li Ding; Edward D Esplin; James M Ford; Jeremy Goecks; Sharmistha Ghosh; Joe W Gray; Justin Guinney; Sean E Hanlon; Shannon K Hughes; E Shelley Hwang; Christine A Iacobuzio-Donahue; Judit Jané-Valbuena; Bruce E Johnson; Ken S Lau; Tracy Lively; Sarah A Mazzilli; Dana Pe'er; Sandro Santagata; Alex K Shalek; Denis Schapiro; Michael P Snyder; Peter K Sorger; Avrum E Spira; Sudhir Srivastava; Kai Tan; Robert B West; Elizabeth H Williams
Journal:  Cell       Date:  2020-04-16       Impact factor: 66.850

10.  The Human Cell Atlas.

Authors:  Aviv Regev; Sarah A Teichmann; Eric S Lander; Ido Amit; Christophe Benoist; Ewan Birney; Bernd Bodenmiller; Peter Campbell; Piero Carninci; Menna Clatworthy; Hans Clevers; Bart Deplancke; Ian Dunham; James Eberwine; Roland Eils; Wolfgang Enard; Andrew Farmer; Lars Fugger; Berthold Göttgens; Nir Hacohen; Muzlifah Haniffa; Martin Hemberg; Seung Kim; Paul Klenerman; Arnold Kriegstein; Ed Lein; Sten Linnarsson; Emma Lundberg; Joakim Lundeberg; Partha Majumder; John C Marioni; Miriam Merad; Musa Mhlanga; Martijn Nawijn; Mihai Netea; Garry Nolan; Dana Pe'er; Anthony Phillipakis; Chris P Ponting; Stephen Quake; Wolf Reik; Orit Rozenblatt-Rosen; Joshua Sanes; Rahul Satija; Ton N Schumacher; Alex Shalek; Ehud Shapiro; Padmanee Sharma; Jay W Shin; Oliver Stegle; Michael Stratton; Michael J T Stubbington; Fabian J Theis; Matthias Uhlen; Alexander van Oudenaarden; Allon Wagner; Fiona Watt; Jonathan Weissman; Barbara Wold; Ramnik Xavier; Nir Yosef
Journal:  Elife       Date:  2017-12-05       Impact factor: 8.140

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  2 in total

1.  Inpainting Missing Tissue in Multiplexed Immunofluorescence Imaging.

Authors:  Shunxing Bao; Yucheng Tang; Ho Hin Lee; Riqiang Gao; Qi Yang; Xin Yu; Sophie Chiron; Lori A Coburn; Keith T Wilson; Joseph T Roland; Bennett A Landman; Yuankai Huo
Journal:  Proc SPIE Int Soc Opt Eng       Date:  2022-04-04

2.  Random Multi-Channel Image Synthesis for Multiplexed Immunofluorescence Imaging.

Authors:  Shunxing Bao; Yucheng Tang; Ho Hin Lee; Riqiang Gao; Sophie Chiron; Ilwoo Lyu; Lori A Coburn; Keith T Wilson; Joseph T Roland; Bennett A Landman; Yuankai Huo
Journal:  Proc Mach Learn Res       Date:  2021-09
  2 in total

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