PubMed:33127399
Annnotations
{"target":"https://pubannotation.org/docs/sourcedb/PubMed/sourceid/33127399","sourcedb":"PubMed","sourceid":"33127399","source_url":"https://www.ncbi.nlm.nih.gov/pubmed/33127399","text":"COVID-19 and climatic factors: A global analysis.\nBACKGROUND: It is unknown if COVID-19 will exhibit seasonal pattern as other diseases e.g., seasonal influenza. Similarly, some environmental factors (e.g., temperature, humidity) have been shown to be associated with transmission of SARS-CoV and MERS-CoV, but global data on their association with COVID-19 are scarce.\nOBJECTIVE: To examine the association between climatic factors and COVID-19.\nMETHODS: We used multilevel mixed-effects (two-level random-intercepts) negative binomial regression models to examine the association between 7- and 14-day-lagged temperature, humidity (relative and absolute), wind speed and UV index and COVID-19 cases, adjusting for Gross Domestic Products, Global Health Security Index, cloud cover (%), precipitation (mm), sea-level air-pressure (mb), and daytime length. The effects estimates are reported as adjusted rate ratio (aRR) and their corresponding 95% confidence interval (CI).\nRESULTS: Data from 206 countries/regions (until April 20, 2020) with ≥100 reported cases showed no association between COVID-19 cases and 7-day-lagged temperature, relative humidity, UV index, and wind speed, after adjusting for potential confounders, but a positive association with 14-day-lagged temperature and a negative association with 14-day-lagged wind speed. Compared to an absolute humidity of \u003c5 g/m3, an absolute humidity of 5-10 g/m3 was associated with a 23% (95% CI: 6-42%) higher rate of COVID-19 cases, while absolute humidity \u003e10 g/m3 did not have a significant effect. These findings were robust in the 14-day-lagged analysis.\nCONCLUSION: Our results of higher COVID-19 cases (through April 20) at absolute humidity of 5-10 g/m3 may be suggestive of a 'sweet point' for viral transmission, however only controlled laboratory experiments can decisively prove it.","tracks":[{"project":"LitCovid_Glycan-Motif-Structure","denotations":[{"id":"T1","span":{"begin":1382,"end":1386},"obj":"https://glytoucan.org/Structures/Glycans/G56516VH"},{"id":"T2","span":{"begin":1382,"end":1386},"obj":"https://glytoucan.org/Structures/Glycans/G91237TK"},{"id":"T3","span":{"begin":1417,"end":1421},"obj":"https://glytoucan.org/Structures/Glycans/G56516VH"},{"id":"T4","span":{"begin":1417,"end":1421},"obj":"https://glytoucan.org/Structures/Glycans/G91237TK"},{"id":"T5","span":{"begin":1523,"end":1527},"obj":"https://glytoucan.org/Structures/Glycans/G56516VH"},{"id":"T6","span":{"begin":1523,"end":1527},"obj":"https://glytoucan.org/Structures/Glycans/G91237TK"},{"id":"T7","span":{"begin":1718,"end":1722},"obj":"https://glytoucan.org/Structures/Glycans/G56516VH"},{"id":"T8","span":{"begin":1718,"end":1722},"obj":"https://glytoucan.org/Structures/Glycans/G91237TK"}],"attributes":[{"subj":"T1","pred":"source","obj":"LitCovid_Glycan-Motif-Structure"},{"subj":"T2","pred":"source","obj":"LitCovid_Glycan-Motif-Structure"},{"subj":"T3","pred":"source","obj":"LitCovid_Glycan-Motif-Structure"},{"subj":"T4","pred":"source","obj":"LitCovid_Glycan-Motif-Structure"},{"subj":"T5","pred":"source","obj":"LitCovid_Glycan-Motif-Structure"},{"subj":"T6","pred":"source","obj":"LitCovid_Glycan-Motif-Structure"},{"subj":"T7","pred":"source","obj":"LitCovid_Glycan-Motif-Structure"},{"subj":"T8","pred":"source","obj":"LitCovid_Glycan-Motif-Structure"}]},{"project":"LitCovid-PD-MONDO","denotations":[{"id":"T1","span":{"begin":0,"end":8},"obj":"Disease"},{"id":"T2","span":{"begin":79,"end":87},"obj":"Disease"},{"id":"T3","span":{"begin":151,"end":160},"obj":"Disease"},{"id":"T4","span":{"begin":284,"end":292},"obj":"Disease"},{"id":"T5","span":{"begin":349,"end":357},"obj":"Disease"},{"id":"T6","span":{"begin":437,"end":445},"obj":"Disease"},{"id":"T7","span":{"begin":686,"end":694},"obj":"Disease"},{"id":"T8","span":{"begin":1094,"end":1102},"obj":"Disease"},{"id":"T9","span":{"begin":1479,"end":1487},"obj":"Disease"},{"id":"T10","span":{"begin":1655,"end":1663},"obj":"Disease"}],"attributes":[{"id":"A1","pred":"mondo_id","subj":"T1","obj":"http://purl.obolibrary.org/obo/MONDO_0100096"},{"id":"A2","pred":"mondo_id","subj":"T2","obj":"http://purl.obolibrary.org/obo/MONDO_0100096"},{"id":"A3","pred":"mondo_id","subj":"T3","obj":"http://purl.obolibrary.org/obo/MONDO_0005812"},{"id":"A4","pred":"mondo_id","subj":"T4","obj":"http://purl.obolibrary.org/obo/MONDO_0005091"},{"id":"A5","pred":"mondo_id","subj":"T5","obj":"http://purl.obolibrary.org/obo/MONDO_0100096"},{"id":"A6","pred":"mondo_id","subj":"T6","obj":"http://purl.obolibrary.org/obo/MONDO_0100096"},{"id":"A7","pred":"mondo_id","subj":"T7","obj":"http://purl.obolibrary.org/obo/MONDO_0100096"},{"id":"A8","pred":"mondo_id","subj":"T8","obj":"http://purl.obolibrary.org/obo/MONDO_0100096"},{"id":"A9","pred":"mondo_id","subj":"T9","obj":"http://purl.obolibrary.org/obo/MONDO_0100096"},{"id":"A10","pred":"mondo_id","subj":"T10","obj":"http://purl.obolibrary.org/obo/MONDO_0100096"},{"subj":"T1","pred":"source","obj":"LitCovid-PD-MONDO"},{"subj":"T2","pred":"source","obj":"LitCovid-PD-MONDO"},{"subj":"T3","pred":"source","obj":"LitCovid-PD-MONDO"},{"subj":"T4","pred":"source","obj":"LitCovid-PD-MONDO"},{"subj":"T5","pred":"source","obj":"LitCovid-PD-MONDO"},{"subj":"T6","pred":"source","obj":"LitCovid-PD-MONDO"},{"subj":"T7","pred":"source","obj":"LitCovid-PD-MONDO"},{"subj":"T8","pred":"source","obj":"LitCovid-PD-MONDO"},{"subj":"T9","pred":"source","obj":"LitCovid-PD-MONDO"},{"subj":"T10","pred":"source","obj":"LitCovid-PD-MONDO"}]},{"project":"LitCovid-PD-CLO","denotations":[{"id":"T1","span":{"begin":31,"end":32},"obj":"http://purl.obolibrary.org/obo/CLO_0001020"},{"id":"T2","span":{"begin":370,"end":379},"obj":"http://purl.obolibrary.org/obo/BFO_0000030"},{"id":"T3","span":{"begin":832,"end":834},"obj":"http://purl.obolibrary.org/obo/PR_000010213"},{"id":"T4","span":{"begin":1231,"end":1232},"obj":"http://purl.obolibrary.org/obo/CLO_0001020"},{"id":"T5","span":{"begin":1289,"end":1290},"obj":"http://purl.obolibrary.org/obo/CLO_0001020"},{"id":"T6","span":{"begin":1442,"end":1443},"obj":"http://purl.obolibrary.org/obo/CLO_0001020"},{"id":"T7","span":{"begin":1541,"end":1542},"obj":"http://purl.obolibrary.org/obo/CLO_0001020"},{"id":"T8","span":{"begin":1744,"end":1745},"obj":"http://purl.obolibrary.org/obo/CLO_0001020"}],"attributes":[{"subj":"T1","pred":"source","obj":"LitCovid-PD-CLO"},{"subj":"T2","pred":"source","obj":"LitCovid-PD-CLO"},{"subj":"T3","pred":"source","obj":"LitCovid-PD-CLO"},{"subj":"T4","pred":"source","obj":"LitCovid-PD-CLO"},{"subj":"T5","pred":"source","obj":"LitCovid-PD-CLO"},{"subj":"T6","pred":"source","obj":"LitCovid-PD-CLO"},{"subj":"T7","pred":"source","obj":"LitCovid-PD-CLO"},{"subj":"T8","pred":"source","obj":"LitCovid-PD-CLO"}]},{"project":"LitCovid-PubTator","denotations":[{"id":"1","span":{"begin":0,"end":8},"obj":"Disease"},{"id":"11","span":{"begin":79,"end":87},"obj":"Disease"},{"id":"12","span":{"begin":284,"end":292},"obj":"Species"},{"id":"13","span":{"begin":297,"end":305},"obj":"Species"},{"id":"14","span":{"begin":349,"end":357},"obj":"Disease"},{"id":"15","span":{"begin":437,"end":445},"obj":"Disease"},{"id":"16","span":{"begin":686,"end":694},"obj":"Disease"},{"id":"17","span":{"begin":1094,"end":1102},"obj":"Disease"},{"id":"18","span":{"begin":1479,"end":1487},"obj":"Disease"},{"id":"19","span":{"begin":1655,"end":1663},"obj":"Disease"}],"attributes":[{"id":"A1","pred":"tao:has_database_id","subj":"1","obj":"MESH:C000657245"},{"id":"A11","pred":"tao:has_database_id","subj":"11","obj":"MESH:C000657245"},{"id":"A12","pred":"tao:has_database_id","subj":"12","obj":"Tax:694009"},{"id":"A13","pred":"tao:has_database_id","subj":"13","obj":"Tax:1335626"},{"id":"A14","pred":"tao:has_database_id","subj":"14","obj":"MESH:C000657245"},{"id":"A15","pred":"tao:has_database_id","subj":"15","obj":"MESH:C000657245"},{"id":"A16","pred":"tao:has_database_id","subj":"16","obj":"MESH:C000657245"},{"id":"A17","pred":"tao:has_database_id","subj":"17","obj":"MESH:C000657245"},{"id":"A18","pred":"tao:has_database_id","subj":"18","obj":"MESH:C000657245"},{"id":"A19","pred":"tao:has_database_id","subj":"19","obj":"MESH:C000657245"},{"subj":"1","pred":"source","obj":"LitCovid-PubTator"},{"subj":"11","pred":"source","obj":"LitCovid-PubTator"},{"subj":"12","pred":"source","obj":"LitCovid-PubTator"},{"subj":"13","pred":"source","obj":"LitCovid-PubTator"},{"subj":"14","pred":"source","obj":"LitCovid-PubTator"},{"subj":"15","pred":"source","obj":"LitCovid-PubTator"},{"subj":"16","pred":"source","obj":"LitCovid-PubTator"},{"subj":"17","pred":"source","obj":"LitCovid-PubTator"},{"subj":"18","pred":"source","obj":"LitCovid-PubTator"},{"subj":"19","pred":"source","obj":"LitCovid-PubTator"}],"namespaces":[{"prefix":"Tax","uri":"https://www.ncbi.nlm.nih.gov/taxonomy/"},{"prefix":"MESH","uri":"https://id.nlm.nih.gov/mesh/"},{"prefix":"Gene","uri":"https://www.ncbi.nlm.nih.gov/gene/"},{"prefix":"CVCL","uri":"https://web.expasy.org/cellosaurus/CVCL_"}]},{"project":"LitCovid-sentences","denotations":[{"id":"T1","span":{"begin":0,"end":30},"obj":"Sentence"},{"id":"T2","span":{"begin":31,"end":49},"obj":"Sentence"},{"id":"T3","span":{"begin":50,"end":61},"obj":"Sentence"},{"id":"T4","span":{"begin":62,"end":161},"obj":"Sentence"},{"id":"T5","span":{"begin":162,"end":369},"obj":"Sentence"},{"id":"T6","span":{"begin":370,"end":380},"obj":"Sentence"},{"id":"T7","span":{"begin":381,"end":446},"obj":"Sentence"},{"id":"T8","span":{"begin":447,"end":455},"obj":"Sentence"},{"id":"T9","span":{"begin":456,"end":856},"obj":"Sentence"},{"id":"T10","span":{"begin":857,"end":974},"obj":"Sentence"},{"id":"T11","span":{"begin":975,"end":983},"obj":"Sentence"},{"id":"T12","span":{"begin":984,"end":1342},"obj":"Sentence"},{"id":"T13","span":{"begin":1343,"end":1456},"obj":"Sentence"},{"id":"T14","span":{"begin":1457,"end":1562},"obj":"Sentence"},{"id":"T15","span":{"begin":1563,"end":1620},"obj":"Sentence"},{"id":"T16","span":{"begin":1621,"end":1632},"obj":"Sentence"},{"id":"T17","span":{"begin":1633,"end":1855},"obj":"Sentence"}],"namespaces":[{"prefix":"_base","uri":"http://pubannotation.org/ontology/tao.owl#"}],"attributes":[{"subj":"T1","pred":"source","obj":"LitCovid-sentences"},{"subj":"T2","pred":"source","obj":"LitCovid-sentences"},{"subj":"T3","pred":"source","obj":"LitCovid-sentences"},{"subj":"T4","pred":"source","obj":"LitCovid-sentences"},{"subj":"T5","pred":"source","obj":"LitCovid-sentences"},{"subj":"T6","pred":"source","obj":"LitCovid-sentences"},{"subj":"T7","pred":"source","obj":"LitCovid-sentences"},{"subj":"T8","pred":"source","obj":"LitCovid-sentences"},{"subj":"T9","pred":"source","obj":"LitCovid-sentences"},{"subj":"T10","pred":"source","obj":"LitCovid-sentences"},{"subj":"T11","pred":"source","obj":"LitCovid-sentences"},{"subj":"T12","pred":"source","obj":"LitCovid-sentences"},{"subj":"T13","pred":"source","obj":"LitCovid-sentences"},{"subj":"T14","pred":"source","obj":"LitCovid-sentences"},{"subj":"T15","pred":"source","obj":"LitCovid-sentences"},{"subj":"T16","pred":"source","obj":"LitCovid-sentences"},{"subj":"T17","pred":"source","obj":"LitCovid-sentences"}]}],"config":{"attribute types":[{"pred":"source","value type":"selection","values":[{"id":"LitCovid_Glycan-Motif-Structure","color":"#99ec93","default":true},{"id":"LitCovid-PD-MONDO","color":"#ec93b3"},{"id":"LitCovid-PD-CLO","color":"#93cdec"},{"id":"LitCovid-PubTator","color":"#e7ec93"},{"id":"LitCovid-sentences","color":"#d793ec"}]}]}}