Evidence map›Paper›PMID 41530529›Full record

ArticleNPJ precision oncology2026

Unveiling personalised targets of PD-1 blockade hyperprogression in a cervical adenocarcinoma via longitudinal single-cell and spatial monitoring.

Zezhuo Su, Yue Xiao, Li Yang, Yifu Wang, Yanling Qu, Junru Liu, Shunrong Tang, Kelvin Sin Chi Cheung, Jason Pui Yin Cheung, Zhiyuan Xu

Abstract read
In one paragraph

Article in NPJ precision oncology, 2026. 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

10 authors.

Zezhuo Su *Department of Orthopaedics and Traumatology, School of Clinical Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China.
Yue Xiao *Clinical Oncology Centre, The University of Hong Kong-Shenzhen Hospital, Shenzhen, China.
Li YangClinical Oncology Centre, The University of Hong Kong-Shenzhen Hospital, Shenzhen, China.
Yifu WangClinical Oncology Centre, The University of Hong Kong-Shenzhen Hospital, Shenzhen, China.
Yanling QuClinical Oncology Centre, The University of Hong Kong-Shenzhen Hospital, Shenzhen, China.
Junru LiuPathology Department, The University of Hong Kong-Shenzhen Hospital, Shenzhen, China.
Shunrong TangPathology Department, The University of Hong Kong-Shenzhen Hospital, Shenzhen, China.
Kelvin Sin Chi CheungDepartment of Orthopaedics and Traumatology, School of Clinical Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China.
Jason Pui Yin CheungDepartment of Orthopaedics and Traumatology, School of Clinical Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China.
Zhiyuan XuClinical Oncology Centre, The University of Hong Kong-Shenzhen Hospital, Shenzhen, China. xuzy@hku-szh.org.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Cervical adenocarcinoma, a significant subtype of cervical cancer, exhibits variable responses to immune checkpoint inhibitors, with some patients experiencing hyperprogressive disease (HPD) characterised by accelerated tumour progression. The molecular and cellular mechanisms underlying HPD remain poorly understood. In this study, we employed single-cell RNA sequencing, T cell receptor profiling, and spatial transcriptomics to longitudinally analyse the tumour and its microenvironment of a single case of cervical adenocarcinoma who developed HPD following anti-PD-1 immunotherapy. Our integrated analyses revealed two key processes associated with HPD: Immunosuppression involving an IFNγ-STAT1-LAG3 axis in T cells, and fibroblast-supported epithelial proliferation and survival via IGF1-IGF1R signalling. Additionally, spatial transcriptomics identified the formation of a distinct pro-metastatic niche post-immunotherapy. These findings nominate LAG3 and IGF1R as candidate therapeutic targets in this patient and demonstrate the power of real-time, multi-modal profiling to identify adaptive hyperprogression mechanisms. Our work illustrates the potential value of longitudinal monitoring in precision oncology and provides a conceptual framework that could be tested for developing personalised interventions for minimal residual disease, non-responders, and HPD.

Identifiers

PMID41530529
PMCPMC12894977

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.