Evidence map›Paper›PMID 42682436›Full record

ArticleFrontiers in oncology2026

NED-oriented oncology in metastatic breast cancer: a hypothesis-driven framework integrating the tumor immune microenvironment, antibody-drug conjugates, and metastasis-directed therapy.

Shinichiro Kashiwagi

Abstract read
In one paragraph

Article in Frontiers in 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

1 author.

Shinichiro KashiwagiDepartment of Breast Surgical Oncology, Osaka Metropolitan University Graduate School of Medicine, Osaka, Japan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Metastatic breast cancer (MBC) has traditionally been managed as an incurable systemic disease in which the main goals are survival extension, symptom control, and preservation of quality of life. This principle remains appropriate for most patients. However, contemporary systemic therapies, high-resolution imaging, antibody-drug conjugates (ADCs), immune checkpoint inhibition, liquid biopsy, and metastasis-directed therapy (MDT) have made prolonged no evidence of disease (NED) clinically recognizable in selected patients. This Hypothesis and Theory article proposes NED-oriented oncology as a testable framework for carefully selected patients with MBC. The central premise is that complete response and NED should be separated conceptually: complete response is a radiological treatment-response category, whereas NED is a clinical state produced by the integration of systemic disease control, biological remodeling of the tumor immune microenvironment (TIME), and local eradication of all residual visible lesions. We propose a Clinical NED Score to structure candidate selection, a TIME-modifiability layer to estimate biological convertibility, and a five-step algorithm in which systemic therapy is used to generate deep response and immune-ecological remodeling before MDT is considered at maximal response. ADCs are discussed as potential tumor-ecosystem engineering tools because their effects may extend beyond direct cytotoxicity to bystander killing, immunogenic cell death, antigen release, and immune reconfiguration. This framework does not imply that MBC is broadly curable. Rather, it argues that durable NED is a clinically meaningful, prospectively testable state that should be distinguished from transient radiological response and evaluated using endpoints such as NED interval, polymetastatic progression-free survival, systemic therapy switch-free survival, ctDNA-negative duration, and quality-of-life preservation.

Indexed as

antibody-drug conjugatecirculating tumor DNAclinical algorithmmetastasis-directed therapymetastatic breast cancerno evidence of diseaseoligometastatic diseasetumor ecology

Identifiers

PMID42682436
PMCPMC13529526

What OpenQuestion holds

Textmetadata
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.