Evidence mapPaperPMID 36997459Full record

ArticleTrends in immunology2023

Tensor-based insights into systems immunity and infectious disease.

Jackson L Chin, Liana C Chan, Michael R Yeaman, Aaron S Meyer

Abstract read
In one paragraph

Article in Trends in immunology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing 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

9 citing papers in PubMed.

  1. Tensor-based integration of time-series measurements reveals relationships between underlying disease, early injury, and T cell polarization in liver transplantation.American journal of transplantation : official journal of the American Society of Transplantation and the American Society of Transplant Surgeons · 2026
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Jackson L ChinDepartment of Bioengineering, University of California Los Angeles (UCLA), Los Angeles, CA 90024, USA.
Liana C ChanThe Lundquist Institute for Biomedical Innovation, Harbor-UCLA Medical Center, Torrance, CA 90502, USA; Department of Medicine, David Geffen School of Medicine, UCLA, Los Angeles, CA 90095, USA; Division of Infectious Diseases, Department of Medicine, Harbor-UCLA Medical Center, Torrance, CA 90502, USA; Division of Molecular Medicine, Department of Medicine, Harbor-UCLA Medical Center, Torrance, CA 90502, USA.
Michael R YeamanThe Lundquist Institute for Biomedical Innovation, Harbor-UCLA Medical Center, Torrance, CA 90502, USA; Department of Medicine, David Geffen School of Medicine, UCLA, Los Angeles, CA 90095, USA; Division of Infectious Diseases, Department of Medicine, Harbor-UCLA Medical Center, Torrance, CA 90502, USA; Division of Molecular Medicine, Department of Medicine, Harbor-UCLA Medical Center, Torrance, CA 90502, USA.
Aaron S MeyerDepartment of Bioengineering, University of California Los Angeles (UCLA), Los Angeles, CA 90024, USA; Jonsson Comprehensive Cancer Center, UCLA, Los Angeles, CA 90024, USA; Eli and Edythe Broad Center of Regenerative Medicine and Stem Cell Research, UCLA, Los Angeles, CA 90024, USA. Electronic address: ameyer@asmlab.org.

Funding

The Effect of Nanoparticle Encapsulated Resveratrol on Treatment of PeriodontitisKL2TR001882 · NCATS · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI Elizabeta Nemeth · 2016 to 2026
$13.1M
Systems Epigenomics of Persistent Bloodstream InfectionU19AI172713 · NIAID · LUNDQUIST INSTITUTE FOR BIOMEDICAL INNOVATION AT HARBOR-UCLA MEDICAL CENTER · PI ELAINE F REED · 2023 to 2026
$11.6M
Systems Immunolobiology of Antibiotic-Persistent MRSA InfectionU01AI124319 · NIAID · LUNDQUIST INSTITUTE FOR BIOMEDICAL INNOVATION AT HARBOR-UCLA MEDICAL CENTER · PI YEAMAN, MICHAEL R · 2016 to 2020
$10.1M
Mapping the effector response space of antibody combinationsU01AI148119 · NIAID · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI MEYER, AARON SAMUEL, NIMMERJAHN, FALK · 2020 to 2024
$1.6M
NCATS NIH HHS KL2 TR001882NIAID NIH HHS U01 AI124319NIAID NIH HHS U01 AI148119NIAID NIH HHS U19 AI172713
6 · The paper itself

Abstract

Profiling immune responses across several dimensions, including time, patients, molecular features, and tissue sites, can deepen our understanding of immunity as an integrated system. These studies require new analytical approaches to realize their full potential. We highlight recent applications of tensor methods and discuss several future opportunities.

Indexed as

Communicable DiseasesImmunityHumanscanonical polyadic decompositiondata integrationdimensionality reductionsystems immunologytensor decomposition

Identifiers

PMID36997459
PMCPMC10411872

What Socratic holds

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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 Socratic graph.