Skip to main content

Insights & methodology

Plain-language notes on cell-type-specific LNP delivery — written for wet-lab scientists choosing kits, designing experiments, or reading vendor copy critically. Every article cites primary sources.

2026-05-22 · 4 min read

How this site is built — every claim sourced, every datum graded

A short note on the discipline behind this site: every kit datum carries a source URL + evidence grade (A/B/C) + verified_at timestamp. What that means for buyers reading specs here vs reading marketing decks elsewhere.

2026-05-17 · 5 min read

CATP: a 525-fold IL-12 result, and what it means for SV-Delivery™ buyers

A 2025 peer-reviewed paper from Yingzhong Li and colleagues shows a 525-fold intratumoral IL-12 amplification using SunVax LNPs to co-deliver self-amplifying mRNA. Here is what to make of the result if you are a buyer of SV-Delivery™ kits.

2026-05-17 · 4 min read

Mouse cytokine results don't carry over: what Yingzhong's Q3 disclosure means for your experiment

In the Antibody Conference panel, Yingzhong Li disclosed that SunVax's current efficacy data uses mouse cytokine constructs — and that testing human cytokine constructs is the necessary next step. Here is what to do with that.

2026-05-16 · 6 min read

In vivo CAR-T: where lentivirus, AAV, and LNP each fit

In vivo CAR-T is a 5-10 year race between viral vectors and non-viral LNPs. Here is the landscape, in plain language, with the trade-offs that matter when picking a delivery kit today.

2026-05-16 · 4 min read

PDX is still mouse: reading the human in vivo evidence carefully

SunVax reports 92-94% efficacy in PDX models. PDX is patient-derived xenograft — the tumor cells are human, but the immune system and circulating environment are mouse. Here is how to interpret that.

2026-05-16 · 5 min read

Empirical screening, not ML, designs SV-Delivery™ kits

How SunVax explicitly chose an empirical-then-pattern workflow for LNP discovery, and why that matters for buyers reading "AI-driven" copy elsewhere.