Evidence map›Paper›PMID 32995790›Full record

ArticlebioRxiv : the preprint server for biology2021

AI-guided discovery of the invariant host response to viral pandemics.

Debashis Sahoo, Gajanan D Katkar, Soni Khandelwal, Mahdi Behroozikhah, Amanraj Claire, Vanessa Castillo, Courtney Tindle, MacKenzie Fuller, Sahar Taheri, Thomas F Rogers and 12 more

Open access · greenAbstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed, 12 citations in OpenAlex.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

22 authors at 3 institutions in 1 country.

Debashis Sahoo
Gajanan D Katkar
Soni Khandelwal
Mahdi Behroozikhah
Amanraj Claire
Vanessa Castillo
Courtney Tindle
MacKenzie Fuller
Sahar Taheri
Thomas F Rogers
Nathan Beutler
Sydney I Ramirez
Stephen A Rawlings
Victor Pretorius
David M Smith
Dennis R Burton
Laura E Crotty Alexander
Jason Duran
Jennifer M Dan
Pradipta Ghosh
University of California San Diego · USLa Jolla Institute for Immunology · USScripps Research Institute · US

Funding

T follicular helper (Tfh) CD4+ T cell, germinal center, and antibody response dysfunction in human recurrent tonsillitisU19AI142742 · NIAID · LA JOLLA INSTITUTE FOR IMMUNOLOGY · PI Shane P Crotty · 2019 to 2026
$32.8M
HOPE Training GrantT32AI007384 · NIAID · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI Sara Gianella Weibel, Scott L Letendre · 1990 to 2026
$9.7M
RESEARCH IN INFECTIOUS DISEASEST32AI007036 · NIAID · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI NIZET, VICTOR · 1985 to 2025
$9.2M
Macrophage Polarization in Response to Infections and InflammationR01AI155696 · NIAID · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI GHOSH, PRADIPTA, SAHOO, DEBASHIS · 2020 to 2024
$4.9M
Modulation of Macrophage Polarization by Heterotrimeric G proteins: Implications of Gastrointestinal InflammationR01AI141630 · NIAID · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI Pradipta Ghosh · 2019 to 2026
$3.2M
CD4 T cell, germinal center, and antibody response defects in recurrent tonsillitisR01AI135193 · NIAID · LA JOLLA INSTITUTE FOR IMMUNOLOGY · PI CROTTY, SHANE P · 2018 to 2022
$2.3M
Summer Student Research on the Application of Boolean AnalysisR01GM138385 · NIGMS · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI SAHOO, DEBASHIS · 2020 to 2023
$2.0M
NIAID NIH HHS R01 AI135193NIAID NIH HHS R01 AI141630NIAID NIH HHS R01 AI155696NIAID NIH HHS T32 AI007036NIAID NIH HHS U19 AI142742NIGMS NIH HHS R01 GM138385
6 · The paper itself

Abstract

We sought to define the host immune response, a.k.a, the "cytokine storm" that has been implicated in fatal COVID-19 using an AI-based approach. Over 45,000 transcriptomic datasets of viral pandemics were analyzed to extract a 166-gene signature using ACE2 as a 'seed' gene; ACE2 was rationalized because it encodes the receptor that facilitates the entry of SARS-CoV-2 (the virus that causes COVID-19) into host cells. Surprisingly, this 166-gene signature was conserved in all ONE SENTENCE SUMMARY: The host immune response in COVID-19. PANEL RESEARCH IN CONTEXT:

Identifiers

PMID32995790
PMCPMC7523116
OpenAlexW3088390402

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.