Research

Publications

These papers exist because we built the platform and needed the work to live somewhere permanent. The main preprint documents the full computational pipeline — from RNA-seq through the vanillylamine discovery to synthesis-ready DNA. The cross-species paper is the follow-on: the same pathway engineered into 17 other plant families. Nine more papers covering the full Iyengar Flavor Index platform are in preparation. All capsaicin DOIs go live on October 31, 2026 at 8:08 PM PT.

2 published9 in preparation · DOIs registered+ 10 cultivar specification papers

Author: Priyanca Ford · ORCID: 0000-0003-0395-1752 · Scoville Splice LLC

Primary Research Article · Paper 1

Computational Design of Ten Superhot Capsicum Cultivars: Vanillylamine Precursor Supply, Not Pun1/AT3, Controls the Scoville Ceiling

Integrated Transcriptomic, Metabolic, and Synthetic Biology Pipeline for Engineered Capsaicinoid Accumulation

An integrated computational pipeline combining developmental RNA-seq (Salmon 2.8.0), PyDESeq2 differential expression (4,365 significant genes, 28,074 tested), constraint-based metabolic flux modeling (COBRApy 0.32.1, 37 metabolites, 44 reactions), ESM2 protein language model mutagenesis (650M parameters), and CRISPR-SpCas9 construct design produces ten engineered Capsicum cultivar specifications spanning 866,611–2,956,310 SHU. Analysis of 4,365 differentially expressed genes across a C. chinense developmental time series identifies vanillylamine precursor supply — not Pun1/AT3 acyltransferase activity — as the principal bottleneck controlling the capsaicinoid ceiling in existing high-SHU germplasm.

capsaicincapsaicinoid biosynthesisPun1/AT3CRISPRmetabolic engineeringflux balance analysisScoville Heat UnitESM2superhot pepperCapsicum chinenseTRPV1vanillylamine
Zenodo10.5281/zenodo.23743695Harvard10.7910/DVN/BO05NObioRxivPreprintView paper →

Cross-Species Research · Paper 2

Capsaicin Without Capsicum: Cross-Species Capsaicinoid Pathway Engineering Across 17 Plant Species

Engineering the capsaicinoid biosynthesis pathway beyond Capsicum into 17 non-pepper plant species. Demonstrates that 5 of 7 platform modules transfer unchanged across organisms — codon re-optimization, tissue-specific promoters, and species-validated transformation protocols are the only organism-specific work required. Provides a complete cross-species engineering handbook with 47 codon-optimized construct sequences deposited in NCBI GenBank.

Zenodo10.5281/zenodo.23749878Harvard10.7910/DVN/GO8MRFbioRxivPreprintView paper →

Iyengar Flavor Index & Platform Papers · Papers 3–11

Nine papers covering the full IFI flavor engineering platform — receptor-axis construct specifications for sweetness, umami, bitterness, kokumi, astringency, cool-burn, TRPA1 pungency, and the overarching platform framework. DOIs registered; PDFs in preparation.

3

Sweet Heat: Brazzein Co-Expression and Capsaicinoid Dual Engineering via IFI-H × IFI-S Receptor Axes

Zenodo10.5281/zenodo.23873909GenBank SUB16603688 · pendingPDF in preparation
4

The Iyengar Flavor Index: A Receptor-Normalized Seven-Axis Quantitative Scale for Full-Spectrum Chemosensory Engineering

Zenodo10.5281/zenodo.23873914PDF in preparation
5

Umami-Enriched Capsicum via GAD1/4 Knockout and GDH1 Overexpression: IFI-U Construct Specifications

Zenodo10.5281/zenodo.23873917GenBank SUB16603765 · pendingPDF in preparation
6

Zero-Bitter Brassica: TGG1/TGG2 Myrosinase Knockout for IFI-B Construct Specifications

Zenodo10.5281/zenodo.23873919GenBank SUB16603811 · pendingPDF in preparation
7

Kokumi Mouthfulness Engineering via GCS1 Overexpression for γ-Glutamyl Peptide Accumulation: IFI-K Construct Specifications

Zenodo10.5281/zenodo.23873921GenBank SUB16603848 · pendingPDF in preparation
8

Astringency Reduction via ANR Knockout in Grapes and Sorghum: IFI-A Construct Specifications

Zenodo10.5281/zenodo.23873923GenBank SUB16603898 · pendingPDF in preparation
9

Cool-Burn: Five-Gene Menthol Pathway Engineering with IFI-C ~85,000 via TRPM8/TRPV1 Co-Modulation

Zenodo10.5281/zenodo.23873925GenBank SUB16603947 · pendingPDF in preparation
10

TRPA1 Spectrum Engineering: CrCCR1 Cinnamaldehyde Pathway for IFI-P Pungency Construct Specifications

Zenodo10.5281/zenodo.23873927GenBank SUB16603959 · pendingPDF in preparation
11

The Scoville Splice Capsaicin Design Platform: An Integrated Computational and Synthetic Biology Framework for Full-Spectrum Flavor Engineering

Zenodo10.5281/zenodo.23874412PDF in preparation

Cultivar Specification Papers

Ten individual cultivar specifications, ranked #1–#10 by computational SHU target.

#1 of 10

2,956,310

SHU

SS-0096D.N.R.

Maximum computational capsaicinoid target using complete pathway rewiring with ESM2-optimized Pun1 triple mutant (S39L+L345G+C175S). At 200 mg/g dry weight (20.0% DW), this design represents the computational ceiling for the four-gene intervention stack.

#2 of 10

2,802,656

SHU

SS-0095Extinction Protocol

Near-ceiling Tier C computational design via full four-intervention capsaicinoid pathway rewiring. Complete four-gene stack with ESM2-optimized Pun1 double mutant achieves 95% of the theoretical maximum.

#3 of 10

2,458,470

SHU

SS-0094Collateral Damage

Triple-gene precursor stack plus Pun1 double mutant (S39L+L345G) achieves 2.46M SHU via enzyme-level and precursor-level synergy in C. chinense placental tissue.

#4 of 10

2,267,939

SHU

SS-0093Level 4 Pathogen

Maximum Tier B phenylpropanoid stack achieves 2.27M SHU via coordinated three-gene intervention in C. chinense. Exceeds the disputed Pepper X figure on a per-capsaicinoid efficiency basis.

#5 of 10

2,065,115

SHU

SS-0092Venom Protocol

Targets 2.07M SHU, crossing the verified Carolina Reaper Guinness World Record (1,641,183 SHU) by 26%. At 145 mg/g dry weight (14.5% DW), capsaicinoid concentration is 37% above the measured physical precedent ceiling.

#6 of 10

1,849,999

SHU

SS-0091System Shock

Dual precursor amplification via PAL and COMT overexpression enables sub-2M SHU above the physical dry-weight ceiling in engineered C. chinense. First design requiring speculative transcriptional reprogramming.

#7 of 10

1,622,590

SHU

SS-0090Containment Breach

Borderline-feasibility Tier A design targeting certified world-record-class SHU via a single CRISPR intervention beyond the measured capsaicinoid dry-weight ceiling. Approaches the verified Carolina Reaper record.

#8 of 10

1,382,889

SHU

SS-0089Hostile Agent

Near-maximum achievable capsaicinoid concentration via single-gene peroxidase knockout at exactly 100 mg/g dry weight (10.0% DW). Approaches the measured physical ceiling while remaining within documented precedent.

#9 of 10

1,130,896

SHU

SS-0088Kill Switch

Targets 1.13M SHU — decisively exceeding the Bhut jolokia (1,041,427 SHU) and well within the single-gene peroxidase knockout feasibility envelope. At 82 mg/g dry weight (8.2% DW).

#10 of 10

866,611

SHU

SS-0087Verbal Warning

Entry-level cultivar targeting 866,611 SHU via a single CRISPR-SpCas9 intervention: knockout of the competing peroxidase gene that diverts vanillylamine precursors away from the capsaicinoid pathway. At 64 mg/g dry weight (6.4% DW).

Data & Sequence Repositories

NCBI GenBank · 40 sequences

CRISPR-SpCas9 Guide Sequences (QB169135–QB169174)

Embargoed pending patent · Accesses first sequence in range

Figshare

Scoville Splice — Full Dataset (16 files)

10.6084/m9.figshare.34875789 ↗

Open Science Framework

Scoville Splice — Full Project (16 files)

10.17605/OSF.IO/756YJ ↗

NCBI GenBank · Pending Accessions

  • SUB165963906 Capsicum synthetic construct components
  • SUB1659634847 cross-species codon-optimized constructs
  • SUB16596317Pun1 triple mutant CDS (SS-PUN1-TM)
  • SUB16603688Brazzein + capsaicinoid constructs (Paper 3)
  • SUB16603765GAD1/4 KO + GDH1 OE constructs (Paper 5)
  • SUB16603811TGG1/TGG2 KO constructs (Paper 6)
  • SUB16603848GCS1 OE constructs (Paper 7)
  • SUB16603898ANR KO constructs (Paper 8)
  • SUB166039475-gene menthol pathway constructs (Paper 9)
  • SUB16603959CrCCR1 cinnamaldehyde constructs (Paper 10)

How to Cite

Ford, P. (2026). Computational Design of Ten Superhot Capsicum Cultivars: Vanillylamine Precursor Supply, Not Pun1/AT3, Controls the Scoville Ceiling. Zenodo. https://doi.org/10.5281/zenodo.23743695

Questions about the research? scovillesplice@gmail.com