Evidence map›Paper›PMID 36514045›Full record

ArticleMolecular cancer2022

Longitudinal single-cell analysis of a patient receiving adoptive cell therapy reveals potential mechanisms of treatment failure.

Rihao Qu, Yuval Kluger, Junchen Yang, Jun Zhao, David A Hafler, Diane S Krause, Alexey Bersenev, Marcus Bosenberg, Michael Hurwitz, Liliana Lucca and 1 more

Open access · goldAbstract readLetter
In one paragraph

Article in Molecular cancer, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
0.8field-weighted citation impact, top 25% 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

5 citing papers in PubMed, 8 citations in OpenAlex.

  1. Review
  2. The roles and heterogeneity of CD8International journal of molecular medicine · 2026
    Review
  3. Review
  4. Article
  5. [Research progress of tumor-infiltrating lymphocytes in malignant hematological diseases].Zhonghua xue ye xue za zhi = Zhonghua xueyexue zazhi · 2024
    Review
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

11 authors at 1 institution in 1 country.

Rihao QuDepartment of Pathology, Yale School of Medicine, 333 Cedar St, New Haven, CT, 06520, USA.
Yuval KlugerDepartment of Pathology, Yale School of Medicine, 333 Cedar St, New Haven, CT, 06520, USA.
Junchen YangDepartment of Pathology, Yale School of Medicine, 333 Cedar St, New Haven, CT, 06520, USA.
Jun ZhaoDepartment of Pathology, Yale School of Medicine, 333 Cedar St, New Haven, CT, 06520, USA.
David A HaflerDepartment of Neurology, Yale School of Medicine, 333 Cedar St, New Haven, CT, 06520, USA.
Diane S KrauseDepartment of Laboratory Medicine, Yale School of Medicine, 333 Cedar St, New Haven, CT, 06520, USA.
Alexey BersenevDepartment of Laboratory Medicine, Yale School of Medicine, 333 Cedar St, New Haven, CT, 06520, USA.
Marcus BosenbergDepartment of Dermatology, Yale School of Medicine, 333 Cedar St, New Haven, CT, 06520, USA.
Michael HurwitzDepartment of Medicine, Yale School of Medicine, 333 Cedar St, New Haven, CT, 06520, USA.
Liliana Lucca *Department of Neurology, Yale School of Medicine, 333 Cedar St, New Haven, CT, 06520, USA.
Harriet M Kluger *Department of Medicine, Yale School of Medicine, 333 Cedar St, New Haven, CT, 06520, USA. Harriet.Kluger@yale.edu.
Yale University · US

Funding

Yale Clinical and Translational Science Award (U Component)UL1TR001863 · NCATS · YALE UNIVERSITY · PI John H. Krystal, LUCILA OHNO-MACHADO · 2016 to 2026
$102.9M
Role of Negative Costimulation in Regulation of AutoimmunityP01AI039671 · NIAID · YALE UNIVERSITY · PI David A. Hafler · 1996 to 2026
$51.7M
Yale SPORE in Skin CancerP50CA121974 · NCI · YALE UNIVERSITY · PI RUTH HALABAN · 2006 to 2026
$43.9M
Transgenic / Knock-out mouse coreP01AI073748 · NIAID · BRIGHAM AND WOMEN'S HOSPITAL · PI BEHAR, SAMUEL M · 2008 to 2019
$17.1M
NCATS NIH HHS UL1 TR001863NCI NIH HHS P50 CA121974NIAID NIH HHS P01 AI039671NIAID NIH HHS P01 AI073748
6 · The paper itself

Abstract

Adoptive cell therapy (ACT) using tumor infiltrating lymphocytes (TIL) is being studied in multiple tumor types. However, little is known about clonal cell expansion in vitro and persistence of the ACT product in vivo. We performed single-cell RNA and T-Cell Receptor (TCR) sequencing on serial blood and tumor samples from a patient undergoing ACT, who did not respond. We found that clonal expansion varied during preparation of the ACT product, and only one expanded clone was preserved in the ACT product. The TCR of the preserved clone which persisted and remained activated for five months was previously reported as specific for cytomegalovirus and had upregulation of granzyme family genes and genes associated with effector functions (HLA-DQB1, LAT, HLA-DQA1, and KLRD1). Clones that contracted during TIL preparation had features of exhaustion and apoptosis. At disease progression, all previously detected clonotypes were detected. New clonotypes appearing in blood or tumor at disease progression were enriched for genes associated with cytotoxicity or stemness (FGFBP2, GNLY, GZMH, GZMK, IL7R, SELL and KLF2), and these might be harnessed for alternative cellular therapy or cytokine therapy. In-depth single-cell analyses of serial samples from additional ACT-treated patients is warranted, and viral- versus tumor-specificity should be carefully analyzed.

Indexed as

MelanomaCell- and Tissue-Based TherapyDisease ProgressionHumansImmunotherapy, AdoptiveLymphocytes, Tumor-InfiltratingReceptors, Antigen, T-CellSingle-Cell AnalysisTreatment FailureReceptors, Antigen, T-CellAdoptive cell therapyT cell clonesT cell receptor specificity

Identifiers

PMID36514045
PMCPMC9749221
OpenAlexW4311307344

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.