Evidence map›Paper›PMID 39345465›Full record

ArticlebioRxiv : the preprint server for biology2024

Evaluating the Radiation Sensitivity Index and 12-chemokine gene expression signature for clinical use in a CLIA laboratory.

Anders Berglund, John Puskas, Sean Yoder, Andrew T Smith, Douglas C Marchion, Dahui Qian, James J Mulé, Javier F Torres-Roca, Steven A Eschrich

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2024. 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

9 authors.

Anders BerglundDepartment of Biostatistics & Bioinformatics, Moffitt Cancer Center & Research Institute, 12902 Magnolia Drive, Tampa, 33612, FL, USA.ORCID 0000-0002-0393-3530
John PuskasAdvanced Diagnostic Laboratory, Moffitt Cancer Center & Research Institute, 12902 Magnolia Drive, Tampa, 33612, FL, USA.
Sean YoderMolecular Genomics Core, Moffitt Cancer Center & Research Institute, 12902 Magnolia Drive, Tampa, 33612, FL, USA.
Andrew T SmithMolecular Genomics Core, Moffitt Cancer Center & Research Institute, 12902 Magnolia Drive, Tampa, 33612, FL, USA.
Douglas C MarchionTissue Core, Moffitt Cancer Center & Research Institute, 12902 Magnolia Drive, Tampa, 33612, FL, USA.
Dahui QianAdvanced Diagnostic Laboratory, Moffitt Cancer Center & Research Institute, 12902 Magnolia Drive, Tampa, 33612, FL, USA.ORCID 0000-0001-9618-5836
James J MuléDepartment of Immunology, Moffitt Cancer Center & Research Institute, 12902 Magnolia Drive, Tampa, 33612, FL, USA.
Javier F Torres-RocaDepartment of Radiation Oncology, Moffitt Cancer Center & Research Institute, 12902 Magnolia Drive, Tampa, 33612, FL, USA.ORCID 0000-0001-5169-2121
Steven A EschrichDepartment of Biostatistics & Bioinformatics, Moffitt Cancer Center & Research Institute, 12902 Magnolia Drive, Tampa, 33612, FL, USA.ORCID 0000-0002-9833-2788

Funding

TRANSLATIONAL RESEARCHP30CA076292 · NCI · UNIVERSITY OF SOUTH FLORIDA · PI Christine O'Connell · 1998 to 2026
$93.5M
NCI NIH HHS P30 CA076292
6 · The paper itself

Abstract

Background: The radiation sensitivity index (RSI) and 12-chemokine gene expression signature (12CK GES) are two gene expression signatures (GES) that were previously developed to predict tumor radiation sensitivity or identify the presence of tertiary lymphoid structures in tumors, respectively. To advance the use of these GES into clinical trial evaluation, their assays must be assessed within the context of the Clinical Laboratory Improvement Amendments (CLIA) process. Methods: Using HG-U133Plus 2.0 arrays, we first established CLIA laboratory proficiency. Then the accuracy (limit of detection and macrodissection impact), precision (variability by time and operator), sample type (surgery vs. biopsy), and concordance with reference laboratory were evaluated. Results: RSI and 12CK GES were reproducible (RSI: 0.01 mean difference, 12CK GES 0.17 mean difference) and precise with respect to time and operator. Taken together, the reproducibility analysis of the scores indicated a median RSI difference of 0.06 (6.47% of range) across samples and a median 12CK GES difference of 0.92 (12.29% of range). Experiments indicated that the lower limit of input RNA is 5 ng. Reproducibility with a second CLIA laboratory demonstrated reliability with the median RSI score difference of 0.065 (6% of full range) and 12CK GES difference of 0.93 (12 % of observed range). Conclusions: Overall, under CLIA, RSI and 12CK GES were demonstrated by the Moffitt Cancer Center Advanced Diagnostic Laboratory to be reproducible GES for clinical usage.

Indexed as

CLIA testGene expressiongene signaturemicroarray

Identifiers

PMID39345465
PMCPMC11429982

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Registered trials

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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.