Evidence map›Paper›PMID 41947238›Full record

ReviewJournal of hematology & oncology2026

Immuno-cytotoxic convergence: integrating antibody‒drug conjugates and immunofusion proteins to overcome resistance in gastrointestinal cancers.

Shenghong Wu, Ran Cui, Kangnan Zhao, Zhen Yang, Zihan Yi, Weiwei Cao, Li Ye

Abstract readReview
In one paragraph

Review in Journal of hematology & 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

7 authors.

Shenghong Wu *School of Pharmacy, Faculty of Medicine & Laboratory of Drug Discovery from Natural Resources and Industrialization, Macau University of Science and Technology, Macau, 999078, Taipa, China.
Ran Cui *Faculty of Medicine, Macau University of Science and Technology, Macau, 999078, Taipa, China.
Kangnan ZhaoSchool of Pharmacy, Faculty of Medicine & Laboratory of Drug Discovery from Natural Resources and Industrialization, Macau University of Science and Technology, Macau, 999078, Taipa, China.
Zhen YangSchool of Pharmacy, Faculty of Medicine & Laboratory of Drug Discovery from Natural Resources and Industrialization, Macau University of Science and Technology, Macau, 999078, Taipa, China.
Zihan YiFaculty of Medicine, Macau University of Science and Technology, Macau, 999078, Taipa, China.
Weiwei CaoFaculty of Medicine, Macau University of Science and Technology, Macau, 999078, Taipa, China.
Li YeSchool of Pharmacy, Faculty of Medicine & Laboratory of Drug Discovery from Natural Resources and Industrialization, Macau University of Science and Technology, Macau, 999078, Taipa, China. lye@must.edu.mo.

Funding

Macao Science and Technology Development Fund FDCT0148/2022/A3 and 0019/2024/RIA1
6 · The paper itself

Abstract

Gastrointestinal (GI) cancers account for nearly one-third of cancer-related deaths worldwide and often remain difficult to treat because of pronounced molecular heterogeneity and strongly immunosuppressive tumor microenvironments (TMEs). Antibody-drug conjugates (ADCs) deliver highly potent cytotoxic payloads to antigen-positive cells and may partially address intratumoral heterogeneity through bystander killing. In contrast, immunofusion proteins (IFPs)-including cytokine-antibody fusions and T-cell-redirecting modalities such as bispecific T-cell engagers-are designed to localize immune activation and/or retarget immune effectors within immunologically "cold", stroma-rich tumors. In this review, we integrate recent clinical and translational advances in ADCs and emerging IFP platforms across gastric, colorectal, pancreatobiliary and hepatocellular cancers, with particular attention to organ-dependent efficacy-toxicity trade-offs (e.g., interstitial lung disease (ILD) associated with DXd-based ADCs; cytokine release syndrome with T-cell engagers) and convergent resistance mechanisms, including antigen loss, impaired payload processing, immune exhaustion, and stromal exclusion. We further propose "immunocytotoxic convergence" as a hypothesis-generating and testable working model: under specific conditions, ADC-driven cytoreduction, immunogenic stress signatures consistent with immunogenic cell death (ICD), and/or stromal remodeling may transiently improve immune accessibility and thereby create a window for subsequent immune amplification by IFPs. Direct clinical evidence for an explicit ADC→IFP Prime-Amplify sequence in GI cancers remains limited. We therefore summarize the current evidence base, define key failure modes and safety constraints, and outline biomarker-enabled experimental and early-phase trial approaches needed to validate-or falsify-this sequencing concept.

Indexed as

Antineoplastic Agents, ImmunologicalDrug Resistance, NeoplasmGastrointestinal NeoplasmsImmunoconjugatesAnimalsHumansImmunotherapyTumor MicroenvironmentAntineoplastic Agents, ImmunologicalImmunoconjugatesAntibody‒Drug ConjugateDrug ResistanceGastrointestinal CancerImmunofusion ProteinTargeted Therapy

Identifiers

PMID41947238
PMCPMC13188682

What Socratic 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 Socratic graph.