ArticleFrontiers in immunology2026
The LVI Component Hypothesis: the lymphatic-to-vascular invasion ratio as an enrichment biomarker for therapy with PD-L1×VEGF-A bispecific antibodies.
Article in Frontiers in immunology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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.
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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
1 author.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Lymphovascular invasion (LVI) describes intravasated tumor cells within intratumoral lymphatic or blood vessels. LVI is reported routinely on pathologic examination because it is prognostic for reduced disease-free and overall survival across many solid tumors. In contrast, it is not considered a predictive biomarker because its presence cannot discriminate which patients benefit from a given therapy. To become predictive, a biomarker must reflect the aberrant, specific biology a drug targets. Bispecific antibodies with functional arms against immunologic and vascular targets are a recent class of biologics that simultaneously engage the malignant immunologic and angiogenic components of a tumor. In this setting, deconstructing LVI into its invasive lymphatic and vascular components, and expressing their ratio, is hypothesized to add predictive capability to this histologic finding. LVI-positive tumors are enriched for parameters relevant to both arms of this class of bispecific antibodies. Immunologically, they carry higher tumor mutational burden, more frequent PD-L1 expression, and TGF-β signaling. Angiogenically, blood vessel invasion reflects a VEGF-A-driven, disordered, T-cell-excluding vasculature. The author proposes the LVI Component Hypothesis, which is that tumor cell intravasation into lymphatic versus blood vessels can be expressed as a ratio, the lymphatic-to-vascular invasion ratio (LVR). This ratio may predict benefit from PD-L1×VEGF-A bispecific antibodies. No clinical data currently link the LVR to response, so it is presented as a hypothesis to be tested, first in archived tissue from completed trials of PD-L1×VEGF-A bispecific antibodies and then in prospective randomized trials. If validated, the LVR might help to select those patients most likely to respond, raising the response rate among those treated and possibly sparing those unlikely to benefit.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.