Evidence map›Paper›PMID 36525308›Full record

ArticleJournal of computational biology : a journal of computational molecular cell biology2022

NetMix2: A Principled Network Propagation Algorithm for Identifying Altered Subnetworks.

Uthsav Chitra, Tae Yoon Park, Benjamin J Raphael

Open access · greenAbstract read
In one paragraph

Article in Journal of computational biology : a journal of computational molecular cell biology, 2022. 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
0.6field-weighted citation impact, top 35% of its field
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, 8 citations in OpenAlex.

  1. A Framework for Benchmarking Pathway Reconstruction Algorithms.bioRxiv : the preprint server for biology · 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

3 authors at 1 institution in 1 country.

Uthsav ChitraDepartment of Computer Science, Princeton University, Princeton, New Jersey, USA.ORCID 0000-0001-6016-0960
Tae Yoon ParkDepartment of Computer Science, Princeton University, Princeton, New Jersey, USA.
Benjamin J RaphaelDepartment of Computer Science, Princeton University, Princeton, New Jersey, USA.ORCID 0000-0003-1274-048X
Princeton University · US

Funding

Quantitavie and Computational Biology Graduate ProgramT32HG003284 · NHGRI · PRINCETON UNIVERSITY · PI Joshua Michael Akey, Stanislav Y. Shvartsman · 2004 to 2026
$9.9M
Pathway, Network and Spatiotemporal Integration of Cancer Genomics DataU24CA264027 · NCI · PRINCETON UNIVERSITY · PI RAPHAEL, BENJAMIN, YEH, JEN JEN · 2021 to 2025
$1.5M
6 · The paper itself

Abstract

A standard paradigm in computational biology is to leverage interaction networks as prior knowledge in analyzing high-throughput biological data, where the data give a score for each vertex in the network. One classical approach is the identification of

Indexed as

Genome-Wide Association StudyNeoplasmsAlgorithmsComputational BiologyHumansaltered subnetworksanomaly detectioncancerGWASinteraction networknetwork analysisnetwork propagation

Identifiers

PMID36525308
PMCPMC9917315
OpenAlexW4311898681

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.