Evidence map›Paper›PMID 39314968›Full record

ArticlemedRxiv : the preprint server for health sciences2024

Immune Cell Densities Predict Response to Immune Checkpoint-Blockade in Head and Neck Cancer.

Daniel A Ruiz-Torres, Michael E Bryan, Shun Hirayama, Ross D Merkin, Evelyn Luciani, Thomas Roberts, Manisha Patel, Jong C Park, Lori J Wirth, Peter M Sadow and 3 more

Abstract readPreprint
In one paragraph

Article in medRxiv : the preprint server for health sciences, 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

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

13 authors.

Daniel A Ruiz-TorresDepartment of Otolaryngology-Head and Neck Surgery, Harvard Medical School, Boston, MA 02115, USA.ORCID 0000-0001-6215-3369
Michael E BryanDepartment of Otolaryngology-Head and Neck Surgery, Harvard Medical School, Boston, MA 02115, USA.
Shun HirayamaDepartment of Otolaryngology-Head and Neck Surgery, Harvard Medical School, Boston, MA 02115, USA.
Ross D MerkinMassachusetts Eye and Ear, Boston, MA 02118, USA.ORCID 0000-0003-3418-2220
Evelyn LucianiMassachusetts General Hospital Cancer Center, Boston, MA 02118, USA.
Thomas RobertsMassachusetts General Hospital Cancer Center, Boston, MA 02118, USA.
Manisha PatelMassachusetts General Hospital Cancer Center, Boston, MA 02118, USA.
Jong C ParkMassachusetts General Hospital Cancer Center, Boston, MA 02118, USA.
Lori J WirthMassachusetts General Hospital Cancer Center, Boston, MA 02118, USA.ORCID 0000-0002-2629-2289
Peter M SadowMassachusetts Eye and Ear, Boston, MA 02118, USA.ORCID 0000-0003-1036-6367
Moshe Sade-FeldmanMassachusetts General Hospital Cancer Center, Boston, MA 02118, USA.
Shannon L StottMassachusetts General Hospital Cancer Center, Boston, MA 02118, USA.ORCID 0000-0002-0349-0522
Daniel L FadenDepartment of Otolaryngology-Head and Neck Surgery, Harvard Medical School, Boston, MA 02115, USA.ORCID 0000-0001-5284-7762

Funding

Benchmarking the Sensitivity and Specificity of the Herringbone Microfluidic Device for Rare Particle CaptureR01CA226871 · NCI · MASSACHUSETTS GENERAL HOSPITAL · PI NAHED, BRIAN VALA, STOTT, SHANNON L · 2018 to 2023
$2.3M
Microfluidic Isolation and Characterization of SARS-CoV-2 and Virus Related ExosomesU18TR003793 · NCATS · MASSACHUSETTS GENERAL HOSPITAL · PI BOLAND, GENEVIEVE MARIE, STOTT, SHANNON L · 2021 to 2022
$2.0M
Dissecting temporal and spatial dynamics of immunotherapy resistanceK23DE029811 · NIDCR · MASSACHUSETTS EYE AND EAR INFIRMARY · PI FADEN, DANIEL · 2021 to 2025
$869k
Circulating HPV DNA as a Prediagnostic Marker of Oropharyngeal CancerR21CA267152 · NCI · UNIVERSITY OF KENTUCKY · PI FADEN, DANIEL, KUHS, KRYSTLE A. · 2022 to 2023
$431k
Cell free HPV DNA detection in the diagnostic and surgical settingsR03DE030550 · NIDCR · MASSACHUSETTS EYE AND EAR INFIRMARY · PI FADEN, DANIEL · 2022 to 2023
$336k
NCATS NIH HHS U18 TR003793NCI NIH HHS R01 CA226871NCI NIH HHS R21 CA267152NIDCR NIH HHS K23 DE029811NIDCR NIH HHS R03 DE030550
6 · The paper itself

Abstract

Immune checkpoint blockade (ICB) is the standard of care for recurrent/metastatic head and neck squamous cell carcinoma (HNSCC), yet efficacy remains low. The current approach for predicting the likelihood of response to ICB is a single proportional biomarker (PD-L1) expressed in immune and tumor cells (Combined Positive Score, CPS) without differentiation by cell type, potentially explaining its limited predictive value. Tertiary Lymphoid Structures (TLS) have shown a stronger association with ICB response than PD-L1. However, their exact composition, size, and spatial biology in HNSCC remain understudied. A detailed understanding of TLS is required for future use as a clinically applicable predictive biomarker. Methods: Pre-ICB tumor tissue sections were obtained from 9 responders (complete response, partial response, or stable disease) and 11 non-responders (progressive disease) classified via RECISTv1.1. A custom multi-immunofluorescence (mIF) staining assay was designed, optimized, and applied to characterize tumor cells (pan-cytokeratin), T cells (CD4, CD8), B cells (CD19, CD20), myeloid cells (CD16, CD56, CD163), dendritic cells (LAMP3), fibroblasts (α Smooth Muscle Actin), proliferative status (Ki67) and immunoregulatory molecules (PD1). Spatial metrics were compared among groups. Serial tissue sections were scored for TLS in both H&E and mIF slides. A machine learning model was employed to measure the effect of these metrics on achieving a response to ICB (SD, PR, or CR). Results: A higher density of B lymphocytes (CD20+) was found in responders compared to non-responders to ICB (p=0.022). A positive correlation was observed between mIF and pathologist identification of TLS ( Conclusion: Immune cell densities and TLS spatial location within the tumor microenvironment play a critical role in the immune response to HNSCC and may potentially outperform CPS as a predictor of ICB response.

Identifiers

PMID39314968
PMCPMC11419212

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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.