Trends in inflammatory bowel disease infections and vaccinations in the past four decades: A high-level text mining analysis of PubMed publications
| Title: | Trends in inflammatory bowel disease infections and vaccinations in the past four decades: A high-level text mining analysis of PubMed publications |
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| Authors: | Eyal Klang, Shelly Soffer, Eyal Shachar, Adi Lahat |
| Source: | Human Vaccines & Immunotherapeutics, Vol 18, Iss 5 (2022) |
| Publisher Information: | Taylor & Francis Group, 2022. |
| Publication Year: | 2022 |
| Collection: | LCC:Immunologic diseases. Allergy LCC:Therapeutics. Pharmacology |
| Subject Terms: | machine learning, artificial intelligence, inflammatory bowel disease, vaccines, infections, complications, biologic treatment, Immunologic diseases. Allergy, RC581-607, Therapeutics. Pharmacology, RM1-950 |
| More Details: | Aim We aimed at assessing the published literature on different prophylactic screening and vaccination options in inflammatory bowel disease (IBD) patients between 1980 and 2020. Special attention was attributed to latest data assessing covid-19 vaccinations. Methods We have queried PubMed for all available IBD-related entries published during 1980–2020. The following data were extracted for each entry: PubMed unique article ID (PMID), title, publishing journal, abstract text, keywords (if any), and authors’ affiliations. Two gastrointestinal specialists decided by consensus on a list of terms to classify entries. The terms belonged to four treatment groups: opportunistic infections, prophylactic screening, prophylactic vaccinations/treatment, and routine vaccines. Annual trends of publications for the years 1980–2020 were plotted for different screening, vaccinations and infection types. Slopes of publication trends were calculated by fitting regression lines to the annual number of publications. Results Overall, 98,339 IBD entries were published between 1980 and 2020. Of those, 7773 entries belonged to the investigated groups. Entries concerning opportunistic infections showed the sharpest rise, with 19 entries and 1980 to 423 entries in 2020 (slope 11.3, p |
| Document Type: | article |
| File Description: | electronic resource |
| Language: | English |
| ISSN: | 2164-5515 2164-554X 21645515 |
| Relation: | https://doaj.org/toc/2164-5515; https://doaj.org/toc/2164-554X |
| DOI: | 10.1080/21645515.2022.2065814 |
| Access URL: | https://doaj.org/article/694f1ab9129346268fdf439a010d48c5 |
| Accession Number: | edsdoj.694f1ab9129346268fdf439a010d48c5 |
| Database: | Directory of Open Access Journals |
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