Draft, not yet released. In stewardship review. Not indexed until the first approved release.

Methodology

How the edition was made: methods, the model card, the evidence cut and its age, the acceptance record and the glossary.

14 min read0 figures13 tables17 notesNR-XTECH-SYNBIO-GLOBAL-2026-BASELINE

Contents
  1. ·Edition home
  2. ·Executive summary
  3. 1Synthetic biology is a build capability and a governance test
  4. 2Key findings
  5. 3Systems and sectors at baseline
  6. 4Risks and capability
  7. 5Design capability outpaces screening and oversight
  8. 6Readings from the other desks
  9. 7The 2027 agenda
  10. 8Systems in depth
  11. AMethodology
    1. A.1 Methods
    2. A.2 Model card, Synthetic biology System Model v0
    3. A.3 The baseline evidence cut
    4. A.4 Evidence age and coverage
    5. A.5 Evidence cards, two anchor sources
    6. A.6 Publication acceptance record
    7. A.7 Status words
    8. A.8 How the edition is made, released and corrected
    9. A.9 Glossary and abbreviations
    10. A.10 Technical annex
  12. BData appendix
  13. CReferences and record
  14. ·Complete edition, for print

A.1Methods

The global baseline uses published values and four simple derivations. Each is shown in full so that any reader can reproduce it.

Table A.1Methods
No.DerivationCalculationResult
(1)Fall in codons from the standard code to Syn5764 minus 577 codons
(2)Growth in recoded codons, Syn57 against Syn61 (lower bound)101,000 ÷ 18,214about 5.5 times
(3)Change in Ginkgo Bioworks revenue, 2024 to 2025(170.155 minus 227.043) ÷ 227.043about minus 25%
(4)Share of Twist Bioscience third-quarter revenue from DNA synthesis and protein solutions56.6 ÷ 118.4about 48%
Table A.2Coupling strength scale (matrix and model card)
StrengthDefinition
STRONGa disruption in the source system has historically changed the target system’s service or output within one season, in more than one region
MODERATEan effect is documented but buffered or slower
WEAKan effect is plausible but not documented at global scale
Table A.3Status grammar
LabelRule
Reportedvalue as issued by its source, with year
Inferredreasoned from cited evidence; never a measurement
EstimatedNexus analytical value with stated method
Scenarioconditional on stated assumptions
Expert inputstructured editorial judgement awaiting evidence

A.2Model card, Synthetic biology System Model v0

Model ID
MDL-XT04-SYNBIO · v0.1
Purpose
represent synthetic biology as a build capability and manufacturing base coupled to health, food, energy, feedstock, finance, workforce and biosecurity
Family
graph-based system of systems
Inputs
the cited sources of this edition; no proprietary data
Method
expert-specified coupling strengths (STRONG · MODERATE · WEAK) from assessments and analogue events
Validation
none yet, first validation against federation evidence in 2027
Uncertainty
qualitative; strengths are hypotheses, not measurements
Domain of validity
global scale; not for asset-, site- or country-level use
Reproducibility
strength table and sources published in this edition
20couplings

typed in v0

0strong

documented within one season

1moderate

documented, buffered

19weak

plausible, undocumented

A.3The baseline evidence cut

Every Nexus edition is published from a frozen evidence cut. The global baseline cut is documentary: it pins the exact edition of every source cited. Federation cuts begin with the first national Foundry cuts in 2027.

Cut ID
DC-XTECH-SYNBIO-GLOBAL-2026-B0
Type
baseline documentary cut
Resolution policy
pinned · as of 30 September 2026
Sources pinned
44 cited sources, each at the edition and access date in the references
Model runs
none at baseline, analytical values are stated with their method
Digest
computed at freeze and recorded in the publication record
Supersedes
nothing, first cut of the series
Superseded by
the 2027 synthetic biology annual cut

Lineage

  1. 01

    source edition

  2. 02

    pinned citation

  3. 03

    finding

  4. 04

    page

  5. 05

    publication record

Table A.4From the baseline cut to the federation cut
ElementBaseline 20262027 global annual
Sourcescited global publications, pinned by editionnational, regional and sector cuts through one graph
Analysisstated methods and editorial estimatestyped analysis specifications
ModelsSynthetic biology System Model v0 specificationmodel runs with receipts
Findingstwelve baseline findingsfindings re-bound to federation evidence
Reviewfive passes scheduledfive passes on the exact digest

A.4Evidence age and coverage

A 2026 global edition rests on evidence observed in many different years. This page shows each time base, so that no single year label hides older evidence.

Table A.5Evidence age and coverage
IndicatorObservedReleasedCadenceNext release
Recoded genome results2019 to 2025Nature 2019 · Science Oct 2025one-offfollow-up papers
Synthetic yeast2023Cell Dec 2023one-offcompletion papers
Screening study2025Science Oct 2025one-offfollow-up studies
US commission report2025Apr 2025one-offlegislation
US screening framework2024 · 2025 orderApr 2024 · May 2025periodicreplacement text
EU Biotech Act2025Dec 2025periodicsecond act
OECD governance paper2026May 2026one-offnext policy paper
Company results2025 to 2026Feb 2026 · Aug 2026quarterlynext earnings
Table A.6Coverage by system at baseline
SystemCoverageThinnest dimension
Build capabilityGOODindustrial-scale performance
ClinicalPARTIALlong-term outcomes
BiosecurityPARTIALscreening coverage
GovernancePARTIALtext of replacement US framework
InvestmentTHINcommon basis for public and private
Energy and feedstockTHINfermentation footprint
CapacityTHINbiofoundry and plant counts
SkillsTHINworkforce numbers
Table A.7Designed empty states: what is not bound, what would fill it and why
FieldSource that would fill itBlocker
Energy, water and feedstock use of biomanufacturing at scaleproducers, national laboratories, peer-reviewed life-cycle studiesnot retrieved on a common basis; no study opened
DNA synthesis capacity and screening coverage by provider and countryproviders, industry consortia, national agenciesno consolidated series found; screening pages not opened
Status and text of the US screening framework after the 2025 orderOSTP and White House publications2526a fetch of the framework page was refused by the tool; status taken from search summaries and a CRS note summary27
European Commission text of the Biotech Act proposalEuropean Commission proposal COM(2025) 102228primary page not retrieved; content taken from a law firm summary22
Status of the EU second Biotech ActEuropean Commission, European Parliament legislative train29the page returned no content; timing is a Q3 2026 expectation from summaries
Public and private investment in synthetic biology on one basisnational statistics, OECD, industry surveysnot retrieved; only two company filings used1617
Biofoundry and fermentation capacity by countryindustry and trade statisticsnot retrieved
Programme totals for the US distributed bioindustrial manufacturing awards after September 2024US manufacturing programme pages24the page read lists totals to September 2024 only
Bioeconomy size from a primary statistical sourcenational accounts, OECDonly a secondary commentary figure read15
Workforce size and skills gapsnational statistics, OECD, industry surveysnot retrieved; capability rung stays LISTED
Independent replication and viral-resistance tests of recoded strainspeer-reviewed papersnot found at evidence close
Long-term outcomes of engineered therapiestrial follow-up publicationsonly the cited trial and one case report read810
Mirror life risk assessment beyond the policy forumpeer-reviewed risk studiesonly the forum abstract read12
Capability rungs beyond guidance and planningagencies, operators, laboratoriesnot reviewed

A.5Evidence cards, two anchor sources

Published in Science 390 (2025) by Robertson and colleagues; news page of 1 August 2025. One-off. Role: binds BLD-001. Coverage: one organism in one laboratory line.

EVD-XT04-001

Escherichia coli with a 57-codon genetic code1

Published in Science 390 (2025). One-off study. Role: binds SEC-005. Coverage: screening tools and open design software; no sequence detail is reproduced here.

EVD-XT04-002

Strengthening nucleic acid biosecurity screening against generative protein design tools13

Table A.8Quality dimensions at baseline
DimensionEVD-XT04-001EVD-XT04-002
Completenessone organism; about 4 million base pairsa set of screening tools and design software
Timelinessnews page about 12 weeks before the journal datejournal publication in 2025
Revisionpreprint and journal versionspatches reported after testing
Method transparencymethods published in the paperdetails limited for security reasons
External validationpeer reviewpeer review

Evidence cards to follow in 2027

  • Robertson et al.1: viral resistance and replication
  • Science screening study13: follow-up on patches and coverage
  • US framework25: replacement text
  • European Commission28: proposal text

A.6Publication acceptance record

Editorial self-check at evidence close. Every applicable item carries a disposition; the remaining items are review, approval and deposit.

Table A.9Publication acceptance record
GroupAreaItemsPassN/APending
D1Identity and scope8800
D2Source and data12912
D3Analysis and models12381
D4Findings and claims9801
D5Figures, tables, maps10622
D6Editorial and citations10802
D7Review and approval130013
D8Artefact and design12705
D9Registry and release9009

Publication gate

Conditions met
14 of 23 at evidence close
Blocking problems
none recorded
Open conditions
reviews, approval of the exact digest, deposit, registry pointer

Not applicable at baseline

Model runs
first runs in Q1 2027
Maps
plates in Q2 2027
Waivers
none

A.7Status words

Table A.10The status every value carries
StatusWhat it means
ObservedMeasured directly and published by the source.
ReportedPublished statistics of an official or institutional source.
DeclaredStated by the body concerned; not independently measured.
EstimatedA Nexus estimate from cited evidence, with its method in Annex A.
ModelledProduced by a stated model from cited inputs.
InferredReasoned from cited evidence; not measured.
ForecastA projection by the cited source.
SimulatedA simulation result under stated assumptions.
ScenarioA conditional statement under stated assumptions; never a prediction.
Expert inputExpert judgement, recorded with its basis.
CandidateProposed for a later edition; not yet evidence.
Evidence-quality levels (EQL 1 to 5) grade the source behind a value; they are not a score of the subject.

A.8How the edition is made, released and corrected

Every edition is built from a sealed evidence cut, reviewed under three keys, signed and deposited before any site shows it as published; corrections go to Nexus Standards as change proposals and feed the next cut.

StepWhat happensSource
01 Evidence arrives from the pillarsFoundry seals observations and indicator series, Universe hands over after-action and scenario findings, and contributions are screened at every gateway, including this site’s.
02 The cut is sealedOn the cut date the evidence is pinned under one identifier, so anyone can rebuild the edition from exactly what it was built on.
03 The edition is assembledThe edition is drafted from its template and content pack. Agents may draft; they never publish and never decide.
04 The keys turnAt the publisher of record the truth key comes first: every value is checked against its source or stated method before the meaning and capital keys turn. No edition moves on until every key has been turned by a named steward.
05 The gate opensA named approver releases one exact digest of the edition; any change after this point is a new version, never a silent edit.
06 Signed and depositedThe PDF, the web edition and the data bundle are signed together with a manifest and an RO-Crate description, and deposited on Zenodo with a concept and a version DOI.
07 Published on its desk’s siteOnly then does the edition show as published on its desk’s Reports site, and the Collection lists it as a part.
08 Corrections go to StandardsMethod and correction findings go to Nexus Standards as change proposals; citations, corrections and new contributions feed the next evidence cut.

A teaching model of the process, not a forecast and not a record of any run; dates and counts on this page come from the programme record. Sources: Reports governance at GCRI Canada (2026); Zenodo, repository of record for Reports deposits (2026).

Lifecycle, one state at a time: Draft, Computed, Evidence bound, Reviewed, Approved for release, Published, Corrected, Superseded. This edition is a draft.

A.9Glossary and abbreviations

Table A.11Series terms
TermMeaning
Baseline Editionthe inaugural annual edition that fixes the reference state for the series
WEFH+Bwater, energy, food, health and biodiversity, the national nexus core
Couplinga typed dependency through which one system transmits to another
Protection gapthe share of losses not covered by insurance
Capability ladderLISTED → EXISTS → ADEQUATE → TESTED → DEMONSTRATED
EQLevidence-quality level, 1–5
Evidence cuta frozen resolution of exact sources and versions
NNC · NLC · NWGNational Nexus Consortium · National Leadership Council · National Working Groups
Table A.12Abbreviations used in this edition
AbbreviationExpansion
AHTEGAd Hoc Technical Expert Group
BWCBiological Weapons Convention
CBDConvention on Biological Diversity
CRSCongressional Research Service
DBIMPDistributed Bioindustrial Manufacturing Program
EOexecutive order
FDAUS Food and Drug Administration
IGSCInternational Gene Synthesis Consortium
NSCEBNational Security Commission on Emerging Biotechnology
OECDOrganisation for Economic Co-operation and Development
OSTPOffice of Science and Technology Policy
SPCsupplementary protection certificate

A.10Technical annex

Table A.13Technical annex
ItemAnnexContentsStatus
A.1Indicator definitionsthe global indicator set, with units and sourcesIN THIS EDITION
A.2Coupling strengthsthe twenty-cell matrix and its rationaleIN THIS EDITION
A.3Scenario specificationSCN-XT04-DSG-01 assumptions and signpostsIN THIS EDITION
A.4Capability placementsrung evidence for fifteen functionsIN THIS EDITION
A.5Model diagnosticsfirst runs and validation2027
A.6Sensitivity analysesinfluence of coupling strengths2027
A.7Cluster notescards for the major platform, DNA supply and manufacturing clusters2027
A.8Review statementspass-by-pass review recordAT RELEASE

A.1 · indicator definition: codons recoded

Construct
number of codon positions in a genome replaced by a synonymous codon
Unit
count of codons
Method
genome design, fragment synthesis and assembly
Source
Nature 569 (2019)3; Science 390 (2025) and the research institute news page2
Uncertainty
the Syn57 count is stated as over 101,000, a lower bound
Known limits
counts may include sense codons and a stop codon; one lineage of organisms

Notes

Numbers are the edition’s reference numbers, so a note reads the same in every chapter. The full list, with every source and its licence, is in Annex C. Annex C, references

  1. 25UNVERIFIED, not opened: Office of Science and Technology Policy (ed.), Framework for Nucleic Acid Synthesis Screening, April 2024, taken from search-result summaries; a fetch of the page was refused by the fetch tool. OSTP, Washington. Observation year 2024. Accessed 2026-11-03.back
  2. 26UNVERIFIED, not opened: Executive Order 14292, Improving the Safety and Security of Biological Research, 5 May 2025 (90 days to revise or replace the framework), taken from search-result summaries; a fetch of an explainer page was refused by the fetch tool. The White House, Washington. Observation year 2025. Accessed 2026-11-03.back
  3. 27UNVERIFIED, not opened: Congressional Research Service (ed.), report on artificial intelligence and biosecurity risks (reported in July 2026 as unable to determine whether the 2024 framework or the 2025 policy had been revised), taken from a trade news summary. Library of Congress, Washington. Observation year 2026. Accessed 2026-11-03.back
  4. 28UNVERIFIED, not opened: European Commission (ed.), Proposal for a Biotech Act, COM(2025) 1022, 16 December 2025, taken from law firm and regulator summaries; the Commission page was not retrieved. European Commission, Brussels. Observation year 2025. Accessed 2026-11-03.back
  5. 22Baker McKenzie (ed.), EU Biotech Act unveiled: Commission proposal to turn Europe into a biotech powerhouse (law firm summary, 19 December 2025; proposal of 16 December 2025; health focus; investment pilot with the European Investment Bank Group; 12-month certificate extension; biodefence measures; second act expected in Q3 2026). Secondary source, not the Commission text. Observation year 2025. Accessed 2026-11-03.back
  6. 29UNVERIFIED, not opened: European Parliament (ed.), Legislative train entry for the European Biotech Act II (second act expected in the third quarter of 2026), taken from a search-result summary; the page returned no content. European Parliament, Brussels. Observation year 2026. Accessed 2026-11-03.back
  7. 16Twist Bioscience Corporation (ed.), Form 8-K exhibit 99.1, results for the fiscal third quarter ended 30 June 2026 (company filing; revenue USD 118.4 million; nine months USD 332.8 million; fiscal 2026 guidance USD 456 to 457 million; company statements and guidance are weak evidence). US Securities and Exchange Commission, Washington. Observation year 2026. Accessed 2026-11-03.back
  8. 17Ginkgo Bioworks Holdings, Inc. (ed.), Form 8-K exhibit 99.1, fourth quarter and full year 2025 results (company filing of 26 February 2026; revenue USD 170.155 million against USD 227.043 million; net loss USD 312.763 million; company statements are weak evidence). US Securities and Exchange Commission, Washington. Observation year 2025. Accessed 2026-11-03.back
  9. 24US Manufacturing Program (ed.), Bioindustrial (programme topic page; Distributed Bioindustrial Manufacturing Program awards announced 10 July to 13 September 2024; 25 awards; USD 42 million cumulative). Manufacturing USA, Gaithersburg. Observation year 2024. Accessed 2026-11-03.back
  10. 15Federation of American Scientists (ed.), Translating Vision into Action: FAS commentary on the NSCEB final report (commentary page; six pillars; cites over USD 210 billion of US GDP and over 640,000 jobs for the bioeconomy; secondary and advocacy-leaning source). Federation of American Scientists, Washington. Observation year 2025. Accessed 2026-11-03.back
  11. 8Frangoul, H. et al., Exagamglogene autotemcel for severe sickle cell disease, New England Journal of Medicine 390 (18), 1649 to 1662, 2024 (record read via Europe PMC: 44 treated; 29 of 30 evaluable free of severe crises for 12 months; median follow-up 19.3 months). Massachusetts Medical Society, Waltham. Observation year 2024. Accessed 2026-11-03.back
  12. 10Musunuru, K. et al., Patient-specific in vivo gene editing to treat a rare genetic disease, New England Journal of Medicine 392 (22), 2235 to 2243, 2025 (record read via Europe PMC: one infant; two infusions at about 7 and 8 months). Massachusetts Medical Society, Waltham. Observation year 2025. Accessed 2026-11-03.back
  13. 12Confronting risks of mirror life, Science 386, 1351 to 1353, 2024 (record read via Europe PMC; the record gives only a one-line abstract calling for broad discussion). American Association for the Advancement of Science, Washington. Observation year 2024. Accessed 2026-11-03.back
  14. 1Robertson, W.E. et al., Escherichia coli with a 57-codon genetic code, Science 390 (6771), eady4368, published 23 October 2025 (record read via PubMed, PMID 40743368; the record gives a 4 megabase synthetic genome and six replaced sense codons). American Association for the Advancement of Science, Washington. Observation year 2025. Accessed 2026-11-03.back
  15. 13Strengthening nucleic acid biosecurity screening against generative protein design tools, Science 390 (6768), 82 to 87, 2025 (record read via Europe PMC; abstract only; no method detail used). American Association for the Advancement of Science, Washington. Observation year 2025. Accessed 2026-11-03.back
  16. 3Fredens, J. et al., Total synthesis of Escherichia coli with a recoded genome, Nature 569 (7757), 514 to 518, 2019 (record read via Europe PMC: 18,214 codons recoded; 61-codon genome). Springer Nature, London. Observation year 2019. Accessed 2026-11-03.back
  17. 2MRC Laboratory of Molecular Biology (ed.), Syn57 represents a new chapter in the genetic code of life (news page, 1 August 2025; over 101,000 codons recoded; 64 to 57 codons; genome of about 4 megabases built from 38 fragments of about 100 kilobases). MRC Laboratory of Molecular Biology, Cambridge. Observation year 2025. Accessed 2026-11-03.back

Cite this annex

Valadbaygi, S. (Ed.). (2026). Annex A: Methodology. In Exponential Technology Report 2026: Synthetic Biology and Bioengineering (Baseline Edition 2026, Report No. NR-XTECH-SYNBIO-GLOBAL-2026-BASELINE) [Draft under review]. The Global Centre for Risk and Innovation (GCRI).

Every citation form of the whole report, BibTeX and RIS included, is on the edition home. Cite this report

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