Evidence map›Paper›PMID 34267760›Full record

ReviewFrontiers in immunology2021

The 12-CK Score: Global Measurement of Tertiary Lymphoid Structures.

Roger Li, Anders Berglund, Logan Zemp, Jasreman Dhillon, Ryan Putney, Youngchul Kim, Rohit K Jain, G Daniel Grass, José Conejo-Garcia, James J Mulé

Open access · goldAbstract readReview
In one paragraph

Review in Frontiers in immunology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 34 papers.

0numbers the graph read from it
0cells of the map it votes in
34citing papers in PubMed
2.1field-weighted citation impact, top 10% 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

34 citing papers in PubMed, 33 citations in OpenAlex.

  1. Article
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  3. Review
  4. Decoding the breast cancer microenvironment by spatial multi-omics: from architecture to clinical translation.Clinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico · 2026
    Review
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  7. Article
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  12. Dural ectopic lymphatic structures accumulate during aging and exhibit dysregulation in neurodegenerative diseases.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  13. Review
  14. Article
  15. Article
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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

10 authors at 1 institution in 1 country.

Roger LiDepartment of Genitourinary Oncology, H. Lee Moffitt Cancer Center, Tampa, FL, United States.
Anders BerglundDepartment of Biostatistics and Bioinformatics, H. Lee Moffitt Cancer Center, Tampa, FL, United States.
Logan ZempDepartment of Genitourinary Oncology, H. Lee Moffitt Cancer Center, Tampa, FL, United States.
Jasreman DhillonDepartment of Pathology, H. Lee Moffitt Cancer Center, Tampa, FL, United States.
Ryan PutneyDepartment of Biostatistics and Bioinformatics, H. Lee Moffitt Cancer Center, Tampa, FL, United States.
Youngchul KimDepartment of Biostatistics and Bioinformatics, H. Lee Moffitt Cancer Center, Tampa, FL, United States.
Rohit K JainDepartment of Genitourinary Oncology, H. Lee Moffitt Cancer Center, Tampa, FL, United States.
G Daniel GrassDepartment of Radiation Oncology, H. Lee Moffitt Cancer Center, Tampa, FL, United States.
José Conejo-GarciaDepartment of Immunology, H. Lee Moffitt Cancer Center, Tampa, FL, United States.
James J MuléDepartment of Immunology, H. Lee Moffitt Cancer Center, Tampa, FL, United States.
Moffitt Cancer Center · US

Funding

TRANSLATIONAL RESEARCHP30CA076292 · NCI · UNIVERSITY OF SOUTH FLORIDA · PI KENNETH Lynn WRIGHT · 1998 to 2026
$93.5M
Tissue, Pathology and BioinformaticsP50CA168536 · NCI · H. LEE MOFFITT CANCER CTR & RES INST · PI MULE, JAMES J. · 2013 to 2017
$8.5M
Biomarkers and Resistance Mechanisms in Melanoma T-cell TherapyR01CA184845 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI HWU, PATRICK, MULE, JAMES J. · 2014 to 2018
$1.7M
Designing Lymph Nodes for Cancer ImmunotherapyR01CA148995 · NCI · H. LEE MOFFITT CANCER CTR & RES INST · PI MULE, JAMES J. · 2010 to 2014
$1.7M
NCI NIH HHS P30 CA076292NCI NIH HHS P50 CA168536NCI NIH HHS R01 CA148995NCI NIH HHS R01 CA184845
6 · The paper itself

Abstract

There is emerging evidence that the adaptive anti-tumor activity may be orchestrated by secondary lymphoid organ-like aggregates residing in the tumor microenvironment. Known as tertiary lymphoid structures, these lymphoid aggregates serve as key outposts for lymphocyte recruitment, priming and activation. They have been linked to favorable outcomes in many tumor types, and more recently, have been shown to be effective predictors of response to immune checkpoint blockade. We have previously described a 12-chemokine (12-CK) transcriptional score which recapitulates an overwhelming enrichment for immune-related and inflammation-related genes in colorectal carcinoma. Subsequently, the 12-CK score was found to prognosticate favorable survival in multiple tumors types including melanoma, breast cancer, and bladder cancer. In the current study, we summarize the discovery and validation of the 12-CK score in various tumor types, its relationship to TLSs found within the tumor microenvironment, and explore its potential role as both a prognostic and predictive marker in the treatment of various cancers.

Indexed as

Gene Expression ProfilingTranscriptomeBiomarkers, TumorChemokinesClinical Decision-MakingFemaleHumansImmunotherapyMaleNeoplasmsPredictive Value of TestsPrognosisTertiary Lymphoid StructuresTumor MicroenvironmentBiomarkers, TumorChemokines12-CK scoreimmune checkpoint blockadepredictive biomarkerprognostic biomarkertertiary lymphoid structures

Identifiers

PMID34267760
PMCPMC8276102
OpenAlexW3174070279

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.