Evidence map›Paper›PMID 39877090›Full record

ArticleResearch square2025

TrimNN: Characterizing cellular community motifs for studying multicellular topological organization in complex tissues.

Yang Yu, Shuang Wang, Jinpu Li, Meichen Yu, Kyle McCrocklin, Jing-Qiong Kang, Anjun Ma, Qin Ma, Dong Xu, Juexin Wang

Abstract readPreprint
In one paragraph

Article in Research square, 2025. 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.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

10 authors.

Yang YuDepartment of Electrical Engineering and Computer Science, Christopher S. Bond Life Sciences Center, University of Missouri, Columbia, MO 65211, USA.
Shuang WangDepartment of Computer Science, Luddy School of Informatics, Computing, and Engineering, Indiana University Bloomington, Bloomington, IN 47405, USA.
Jinpu LiInstitute for Data Science and Informatics, University of Missouri, Columbia, MO, 65211, USA.ORCID https://orcid.org/0000-0002-6656-2896
Meichen YuIndiana Alzheimer's Disease Research Center, Center for Neuroimaging, Department of Radiology and Imaging Sciences, Stark Neurosciences Research Institute, Indiana University School of Medicine, Indianapolis, IN 46202, USA.ORCID https://orcid.org/0000-0003-4551-0269
Kyle McCrocklinDepartment of Biomedical Engineering and Informatics, Luddy School of Informatics, Computing, and Engineering, Indiana University Indianapolis, Indianapolis, IN 46202, USA.
Jing-Qiong KangDepartment of Neurology & Pharmacology, Vanderbilt Kennedy Center of Human Development, University Medical Center, Vanderbilt University, Nashville, TN, 37232, USA.
Anjun MaDepartment of Biomedical Informatics, College of Medicine, The Ohio State University, Columbus, OH, 43210, USA.ORCID https://orcid.org/0000-0001-6269-398X
Qin MaDepartment of Biomedical Informatics, College of Medicine, The Ohio State University, Columbus, OH, 43210, USA.ORCID https://orcid.org/0000-0002-3264-8392
Dong XuDepartment of Electrical Engineering and Computer Science, Christopher S. Bond Life Sciences Center, University of Missouri, Columbia, MO 65211, USA.ORCID https://orcid.org/0000-0002-4809-0514
Juexin WangDepartment of Biomedical Engineering and Informatics, Luddy School of Informatics, Computing, and Engineering, Indiana University Indianapolis, Indianapolis, IN 46202, USA.ORCID https://orcid.org/0000-0002-2260-4310

Funding

Peripheral and Central Biomarkers of Alzheimer's Disease in Diverse CohortsU19AG074879 · NIA · MAYO CLINIC JACKSONVILLE · PI Minerva Maria Carrasquillo · 2023 to 2026
$42.0M
Research Education ComponentP30AG072976 · NIA · INDIANA UNIVERSITY INDIANAPOLIS · PI ANDREW J SAYKIN · 2021 to 2026
$24.1M
Ultrascale Machine Learning to Empower Discovery in Alzheimers Disease BiobanksU01AG068057 · NIA · UNIVERSITY OF SOUTHERN CALIFORNIA · PI Christos Davatzikos, Heng Huang · 2020 to 2026
$20.7M
KBASE2: Korean Brain Aging Study, Longitudinal Endophenotypes and Systems BiologyU01AG072177 · NIA · INDIANA UNIVERSITY INDIANAPOLIS · PI LEE, DONG YOUNG, NHO, KWANGSIK TIMOTHY · 2021 to 2025
$11.2M
NHP CoreP01AI177687 · NIAID · BETH ISRAEL DEACONESS MEDICAL CENTER · PI Dan H. Barouch · 2023 to 2026
$7.4M
Memory Circuitry in MCI and Early Alzheimer’s Disease Prodrome: Molecular DriversR01AG019771 · NIA · INDIANA UNIV-PURDUE UNIV AT INDIANAPOLIS · PI SAYKIN, ANDREW J · 2001 to 2021
$6.9M
Multi-view self-supervised deep learning for biological sequences and beyondR35GM126985 · NIGMS · UNIVERSITY OF SOUTH FLORIDA · PI DONG XU · 2018 to 2026
$3.8M
Promoting Protein Trafficking with 4-phenylbutyrate to Treat Genetic EpilepsyR01NS121718 · NINDS · VANDERBILT UNIVERSITY MEDICAL CENTER · PI Jing-Qiong Kang · 2022 to 2026
$2.2M
Indiana Genomics Research Training Program for Data Scientists (INGEN4DS)R25HG012325 · NHGRI · INDIANA UNIVERSITY INDIANAPOLIS · PI Kun Huang, Yunlong Liu · 2022 to 2026
$1.3M
Statistical Power Analysis Framework for Multi-Sample and Cross-Platform Spatial Omics ExperimentsR01GM152585 · NIGMS · OHIO STATE UNIVERSITY · PI Dongjun Chung, Qin Ma · 2024 to 2026
$1.2M
SCH: Graph-based Spatial Transcriptomics Computational Methods in Kidney DiseasesR01DK138504 · NIDDK · INDIANA UNIVERSITY INDIANAPOLIS · PI Michael Thomas Eadon, Qin Ma · 2023 to 2026
$1.1M
NHGRI NIH HHS R25 HG012325NIAID NIH HHS P01 AI177687NIA NIH HHS P30 AG072976NIA NIH HHS R01 AG019771NIA NIH HHS U01 AG068057NIA NIH HHS U01 AG072177NIA NIH HHS U19 AG074879NIDDK NIH HHS R01 DK138504NIGMS NIH HHS R01 GM152585NIGMS NIH HHS R35 GM126985NINDS NIH HHS R01 NS121718
6 · The paper itself

Abstract

The spatial arrangement of cells plays a pivotal role in shaping tissue functions in various biological systems and diseased microenvironments. However, it is still under-investigated of the topological coordinating rules among different cell types as tissue spatial patterns. Here, we introduce the

Identifiers

PMID39877090
PMCPMC11774463

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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.