Associations Between Eight Earth Observation-Derived Climate Variables and Enteropathogen Infection: An Independent Participant Data Meta-Analysis of Surveillance Studies With Broad Spectrum Nucleic Acid Diagnostics

  1. Colston, Josh ORCID logo
  2. Zaitchik, Benjamin ORCID logo
  3. Badr, Hamada ORCID logo
  4. Burnett, Eleanor
  5. Ali, Syed Asad
  6. Rayamajhi, Ajit
  7. Satter, Syed M.
  8. Eibach, Daniel
  9. Krumkamp, Ralf ORCID logo
  10. May, Jürgen
  11. Chilengi, Roma
  12. Howard, Leigh M.
  13. Sow, Samba O.
  14. Jahangir Hossain, M.
  15. Saha, Debasish
  16. Nisar, Muhammad Imran ORCID logo
  17. Zaidi, Anita K. M.
  18. Kanungo, Suman
  19. Mandomando, Inácio
  20. Faruque, Abu S. G.
  21. Kotloff, Karen L.
  22. Levine, Myron M.
  23. Breiman, Robert F.
  24. Omore, Richard
  25. Page, Nicola ORCID logo
  26. Platts-Mills, James A.
  27. Ashorn, Ulla
  28. Fan, Yue-Mei
  29. Shrestha, Prakash Sunder
  30. Ahmed, Tahmeed
  31. Mduma, Estomih
  32. Yori, Pablo Penatero
  33. Bhutta, Zulfiqar
  34. Bessong, Pascal
  35. Olortegui, Maribel P.
  36. Lima, Aldo A. M.
  37. Kang, Gagandeep
  38. Humphrey, Jean
  39. Prendergast, Andrew J.
  40. Ntozini, Robert
  41. Okada, Kazuhisa ORCID logo
  42. Wongboot, Warawan
  43. Gaensbauer, James
  44. Melgar, Mario T.
  45. Pelkonen, Tuula ORCID logo
  46. Freitas, Cesar Mavacala
  47. Kosek, Margaret N.

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1000 Titel
  • Associations Between Eight Earth Observation-Derived Climate Variables and Enteropathogen Infection: An Independent Participant Data Meta-Analysis of Surveillance Studies With Broad Spectrum Nucleic Acid Diagnostics
1000 Autor/in
  1. Colston, Josh |
  2. Zaitchik, Benjamin |
  3. Badr, Hamada |
  4. Burnett, Eleanor |
  5. Ali, Syed Asad |
  6. Rayamajhi, Ajit |
  7. Satter, Syed M. |
  8. Eibach, Daniel |
  9. Krumkamp, Ralf |
  10. May, Jürgen |
  11. Chilengi, Roma |
  12. Howard, Leigh M. |
  13. Sow, Samba O. |
  14. Jahangir Hossain, M. |
  15. Saha, Debasish |
  16. Nisar, Muhammad Imran |
  17. Zaidi, Anita K. M. |
  18. Kanungo, Suman |
  19. Mandomando, Inácio |
  20. Faruque, Abu S. G. |
  21. Kotloff, Karen L. |
  22. Levine, Myron M. |
  23. Breiman, Robert F. |
  24. Omore, Richard |
  25. Page, Nicola |
  26. Platts-Mills, James A. |
  27. Ashorn, Ulla |
  28. Fan, Yue-Mei |
  29. Shrestha, Prakash Sunder |
  30. Ahmed, Tahmeed |
  31. Mduma, Estomih |
  32. Yori, Pablo Penatero |
  33. Bhutta, Zulfiqar |
  34. Bessong, Pascal |
  35. Olortegui, Maribel P. |
  36. Lima, Aldo A. M. |
  37. Kang, Gagandeep |
  38. Humphrey, Jean |
  39. Prendergast, Andrew J. |
  40. Ntozini, Robert |
  41. Okada, Kazuhisa |
  42. Wongboot, Warawan |
  43. Gaensbauer, James |
  44. Melgar, Mario T. |
  45. Pelkonen, Tuula |
  46. Freitas, Cesar Mavacala |
  47. Kosek, Margaret N. |
1000 Erscheinungsjahr 2021
1000 Publikationstyp
  1. Artikel |
1000 Online veröffentlicht
  • 2021-12-17
1000 Erschienen in
1000 Quellenangabe
  • 6(1):e2021GH000452
1000 Copyrightjahr
  • 2021
1000 Lizenz
1000 Verlagsversion
  • https://doi.org/10.1029/2021GH000452 |
1000 Ergänzendes Material
  • https://agupubs.onlinelibrary.wiley.com/doi/epdf/10.1029/2021GH000452 |
1000 Publikationsstatus
1000 Begutachtungsstatus
1000 Sprache der Publikation
1000 Abstract/Summary
  • Diarrheal disease, still a major cause of childhood illness, is caused by numerous, diverse infectious microorganisms, which are differentially sensitive to environmental conditions. Enteropathogen-specific impacts of climate remain underexplored. Results from 15 studies that diagnosed enteropathogens in 64,788 stool samples from 20,760 children in 19 countries were combined. Infection status for 10 common enteropathogens—adenovirus, astrovirus, norovirus, rotavirus, sapovirus, Campylobacter, ETEC, Shigella, Cryptosporidium and Giardia—was matched by date with hydrometeorological variables from a global Earth observation dataset—precipitation and runoff volume, humidity, soil moisture, solar radiation, air pressure, temperature, and wind speed. Models were fitted for each pathogen, accounting for lags, nonlinearity, confounders, and threshold effects. Different variables showed complex, non-linear associations with infection risk varying in magnitude and direction depending on pathogen species. Rotavirus infection decreased markedly following increasing 7-day average temperatures—a relative risk of 0.76 (95% confidence interval: 0.69–0.85) above 28°C—while ETEC risk increased by almost half, 1.43 (1.36–1.50), in the 20–35°C range. Risk for all pathogens was highest following soil moistures in the upper range. Humidity was associated with increases in bacterial infections and decreases in most viral infections. Several virus species' risk increased following lower-than-average rainfall, while rotavirus and ETEC increased with heavier runoff. Temperature, soil moisture, and humidity are particularly influential parameters across all enteropathogens, likely impacting pathogen survival outside the host. Precipitation and runoff have divergent associations with different enteric viruses. These effects may engender shifts in the relative burden of diarrhea-causing agents as the global climate changes.
1000 Sacherschließung
lokal climate
lokal pediatrics
lokal hydrometeorology
lokal weather
lokal infectious diseases
lokal diarrheal disease
1000 Fächerklassifikation (DDC)
1000 Liste der Beteiligten
  1. https://orcid.org/0000-0003-4567-5813|https://orcid.org/0000-0002-0698-0658|https://orcid.org/0000-0002-9808-2344|https://frl.publisso.de/adhoc/uri/QnVybmV0dCwgRWxlYW5vcg==|https://frl.publisso.de/adhoc/uri/QWxpLCBTeWVkIEFzYWQ=|https://frl.publisso.de/adhoc/uri/UmF5YW1hamhpLCBBaml0|https://frl.publisso.de/adhoc/uri/U2F0dGVyLCBTeWVkIE0u|https://frl.publisso.de/adhoc/uri/RWliYWNoLCBEYW5pZWw=|https://orcid.org/0000-0003-3053-476X|https://frl.publisso.de/adhoc/uri/TWF5LCBKw7xyZ2Vu|https://frl.publisso.de/adhoc/uri/Q2hpbGVuZ2ksIFJvbWE=|https://frl.publisso.de/adhoc/uri/SG93YXJkLCBMZWlnaCBNLg==|https://frl.publisso.de/adhoc/uri/U293LCBTYW1iYSBPLg==|https://frl.publisso.de/adhoc/uri/SmFoYW5naXIgSG9zc2FpbiwgTS4=|https://frl.publisso.de/adhoc/uri/U2FoYSwgRGViYXNpc2g=|https://orcid.org/0000-0002-2378-4720|https://frl.publisso.de/adhoc/uri/WmFpZGksIEFuaXRhIEsuIE0u|https://frl.publisso.de/adhoc/uri/S2FudW5nbywgU3VtYW4=|https://frl.publisso.de/adhoc/uri/TWFuZG9tYW5kbywgSW7DoWNpbw==|https://frl.publisso.de/adhoc/uri/RmFydXF1ZSwgQWJ1IFMuIEcu|https://frl.publisso.de/adhoc/uri/S290bG9mZiwgS2FyZW4gTC4=|https://frl.publisso.de/adhoc/uri/TGV2aW5lLCBNeXJvbiBNLg==|https://frl.publisso.de/adhoc/uri/QnJlaW1hbiwgUm9iZXJ0IEYu|https://frl.publisso.de/adhoc/uri/T21vcmUsIFJpY2hhcmQ=|https://orcid.org/0000-0001-5845-4417|https://frl.publisso.de/adhoc/uri/UGxhdHRzLU1pbGxzLCBKYW1lcyBBLg==|https://frl.publisso.de/adhoc/uri/QXNob3JuLCBVbGxh|https://frl.publisso.de/adhoc/uri/RmFuLCBZdWUtTWVp|https://frl.publisso.de/adhoc/uri/U2hyZXN0aGEsIFByYWthc2ggU3VuZGVy|https://frl.publisso.de/adhoc/uri/QWhtZWQsIFRhaG1lZWQ=|https://frl.publisso.de/adhoc/uri/TWR1bWEsIEVzdG9taWg=|https://frl.publisso.de/adhoc/uri/WW9yaSwgUGFibG8gUGVuYXRlcm8=|https://frl.publisso.de/adhoc/uri/Qmh1dHRhLCBadWxmaXFhcg==|https://frl.publisso.de/adhoc/uri/QmVzc29uZywgUGFzY2Fs|https://frl.publisso.de/adhoc/uri/T2xvcnRlZ3VpLCBNYXJpYmVsIFAu|https://frl.publisso.de/adhoc/uri/TGltYSwgQWxkbyBBLiBNLg==|https://frl.publisso.de/adhoc/uri/S2FuZywgR2FnYW5kZWVw|https://frl.publisso.de/adhoc/uri/SHVtcGhyZXksIEplYW4=|https://frl.publisso.de/adhoc/uri/UHJlbmRlcmdhc3QsIEFuZHJldyBKLg==|https://frl.publisso.de/adhoc/uri/TnRvemluaSwgUm9iZXJ0|https://orcid.org/0000-0002-1225-7933|https://frl.publisso.de/adhoc/uri/V29uZ2Jvb3QsIFdhcmF3YW4=|https://frl.publisso.de/adhoc/uri/R2FlbnNiYXVlciwgSmFtZXM=|https://frl.publisso.de/adhoc/uri/TWVsZ2FyLCBNYXJpbyBULg==|https://orcid.org/0000-0002-7688-9059|https://frl.publisso.de/adhoc/uri/RnJlaXRhcywgQ2VzYXIgTWF2YWNhbGE=|https://frl.publisso.de/adhoc/uri/S29zZWssIE1hcmdhcmV0IE4u
1000 Label
1000 Förderer
  1. National Aeronautics and Space Administration |
  2. University of Virginia |
  3. Bill and Melinda Gates Foundation |
1000 Fördernummer
  1. 16-GEO16-0047
  2. -
  3. OPP1066146
1000 Förderprogramm
  1. Group on Earth Observations Work Programme
  2. -
  3. -
1000 Dateien
1000 Förderung
  1. 1000 joinedFunding-child
    1000 Förderer National Aeronautics and Space Administration |
    1000 Förderprogramm Group on Earth Observations Work Programme
    1000 Fördernummer 16-GEO16-0047
  2. 1000 joinedFunding-child
    1000 Förderer University of Virginia |
    1000 Förderprogramm -
    1000 Fördernummer -
  3. 1000 joinedFunding-child
    1000 Förderer Bill and Melinda Gates Foundation |
    1000 Förderprogramm -
    1000 Fördernummer OPP1066146
1000 Objektart article
1000 Beschrieben durch
1000 @id frl:6438595.rdf
1000 Erstellt am 2022-11-30T12:21:56.770+0100
1000 Erstellt von 286
1000 beschreibt frl:6438595
1000 Bearbeitet von 286
1000 Zuletzt bearbeitet 2022-11-30T12:24:05.418+0100
1000 Objekt bearb. Wed Nov 30 12:23:29 CET 2022
1000 Vgl. frl:6438595
1000 Oai Id
  1. oai:frl.publisso.de:frl:6438595 |
1000 Sichtbarkeit Metadaten public
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