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Parts Collection

The NRPieceS Library

Key Points

  • 160 plasmids featuring an entire NPRS engineering platform, consisting of donor, acceptor and already cloned expression plasmids, allowing the production of new-to-nature non-ribosomal peptide libraries in E. coli (Fig. 2).

  • 9 expression plasmids encoding 3 native NRPS clusters split on 3 plasmids each (Fig. 3, Tab. 1).

  • 9 acceptor plasmids for insertion of any donor module containing negative selection mCherry cassettes for reliable Golden Gate cloning (Fig. 4, Tab. 2).

  • 35 donor plasmids encoding standardized NRPS modules (Fig. 5, Tab. 3).

  • 105 characterized expression plasmids allowing the expression of 42'875 hybrid NRPS by combinatorial transformation (Fig. 5, Tab. 3).

  • Establishing a new Golden Gate standard for NRPS XUTI module exchange, the NRPieceS standard.

  • 2 expression plasmids with special A domains for production of peptides containing an azide-handle for chemical functionalisation (Fig. 8, Tab. 6).

  • 3 compatible expression backbones  (Fig. 6, Tab 4) and 2 split intein pairs (Fig. 7, Tab 5) allowing the expression of a single fusion protein from 3 separate plasmids as well as a Golden Gate donor backbone, usable for any other project.

Design

Non-ribosomal peptide synthetases (NRPS) generate diverse bioactive compounds, including antibiotics, by assembling peptides in a modular fashion. To tap into this biosynthetic potential, E. coli was chosen for its genetic accessibility and close relation to NRPS-rich genera Photorhabdus and Xenorhabdus. Large NRPS gene clusters were split across three plasmids using the XUTI standard, facilitating both cloning and modular swapping. Reassembly in E. coli relied on two split inteins (gp41-8 and NrdJ-1), reconstructing functional enzymes[1]. We built a platform from three native clusters Chaiyaphumine[2], Szentiamid[3] and Xentrivalpeptide[4]. We created tripartite Golden Gate acceptor plasmids for all three clusters and provided 35 NRPS XUTI donor module, chosen through phylogenetic relation, to produce novel peptides. This modular and rational approach expands chemical diversity and accelerates new bioactive peptide discovery (Fig. 1).

Fig. 1
🔍
Fig. 1: Derivatisation of the native peptide by module exchange done with Golden Gate. Three positions of the NRPS can be derivatised with our donor library.

Build

NRPS native parts

All native cluster and exchange units were obtained from gDNA of the source strain via PCR while also removing BsaI restriction sites. Primers were designed to add 30 bp overhangs for Gibson assembly into the respective backbone. In a second round of Gibson cloning one module per native cluster was replaced with a mCherry cassette for negative selection in the subsequent Golden Gate cloning step.

Golden Gate Cloning

Our library is constructed as a Golden Gate system utilizing donor and acceptor vectors that can be combined interchangeably. Both the donor and acceptor vectors contain BsaI recognition sites with complementary overhangs, which result in the introduction of two amino acid "scar" residues, alanine and serine, flanking the inserted exchange unit. For characterization, we combined our 35 exchange units with the 3 Chaiyaphumine acceptor vectors to generate 105 Golden Gate plasmids. The library can be easily expanded by Golden Gate cloning the Szentiamid and Xentrivalpeptide acceptor vectors and creating 210 more expression vectors.

Parts collection

Fig. 2
🔍
Fig. 2: Overview over our NRPieceS plasmid collection: nine native cluster expression plasmids; 35 donor plasmids with exchange modules; nine acceptor backbones for Golden Gate assembly; and 105 engineered NRPS expression plasmids enabling 42,875 unique peptide combinations. Two additional functionalization plasmids allow incorporation of azido-phenylalanine.

Native Expression Plasmids

3 initiaton plasmids 3 elongation plasmids 3 termination plasmids
Fig. 3: Our 9 native expression plasmids from the clusters Chaiyaphumine, Szentiamid, Xentrivalpeptide.
Tab. 1: Our native expression plasmids and their composition.
Part name Description InteinC Initatiation unit Elongation unit 1 Elongation unit 2 Termination unit InteinN Backbone
BBa_25KICM3F Initiation expression plasmid Chaiyaphumine BBa_254HSNAK BBa_25JVF1RU BBa_25X2580F BBa_25OSKPUT
BBa_257KLRC3 Elongation expression plasmid Chaiyaphumine BBa_25LWGQVV BBa_2574GBVK BBa_25YZZS2S BBa_25U5GOR0
BBa_25G3Z1O2 Termination expression plasmid Chaiyaphumine BBa_25BH8OHT BBa_256QSWQN BBa_2576M3Q7 BBa_25HJ8IFO BBa_25M5WNXO
BBa_258Q239A Initiation expression plasmid Szentiamid BBa_25QN5OFR BBa_25UN0TGK BBa_253WL8TI BBa_25X2580F BBa_25OSKPUT
BBa_25YZIK5X Elongation expression plasmid Szentiamid BBa_25LWGQVV BBa_25IQYENH BBa_25YZZS2S BBa_25U5GOR0
BBa_25GQWRHJ Termination expression plasmid Szentiamid BBa_25BH8OHT BBa_25KM5ZR8 BBa_25N5BNMN BBa_25COX0RI BBa_25M5WNXO
BBa_25IKQCY4 Initiation expression plasmid Xentrivalpeptide BBa_25TZG24G BBa_25DWIXPG BBa_25XV0IGA BBa_25X2580F BBa_25OSKPUT
BBa_25JFZRUO Elongation expression plasmid Xentrivalpeptide BBa_25LWGQVV BBa_255AD97C BBa_25ZUEV9B BBa_25YZZS2S BBa_25U5GOR0
BBa_25ZTUS5R Termination expression plasmid Xentrivalpeptide BBa_25BH8OHT BBa_25X9PUZ6 BBa_254OPNFO BBa_25XG8YC0 BBa_25M5WNXO

Golden Gate acceptor plasmids

3 initiaton plasmids 3 elongation plasmids 3 termination plasmids
Fig. 4: Our 9 Golden Gate acceptor vectors created from the native clusters. They allow for the insertion of exchange units on the donor backbone.
Tab. 2: Our Golden Gate acceptor vectors and their composition. BBa_25Q6N83H is the mCherry cassette, which is inserted instead of one elongation unit.
Part name Description InteinC Initatiation unit Elongation unit 1 Elongation unit 2 Termination unit InteinN Backbone Based on
BBa_2563YNE3 Initiation acceptor plasmid Chaiyaphumine BBa_254HSNAK BBa_25Q6N83H BBa_25X2580F BBa_25OSKPUT BBa_25KICM3F
BBa_25VGJB39 Elongation acceptor plasmid Chaiyaphumine BBa_25LWGQVV BBa_25Q6N83H BBa_25YZZS2S BBa_25U5GOR0 BBa_257KLRC3
BBa_25GUYZYZ Termination acceptor plasmid Chaiyaphumine BBa_25BH8OHT BBa_25Q6N83H BBa_2576M3Q7 BBa_25HJ8IFO BBa_25M5WNXO BBa_25G3Z1O2
BBa_25VR9LRX Initiation acceptor plasmid Szentiamid BBa_25QN5OFR BBa_25UN0TGK BBa_25Q6N83H BBa_25X2580F BBa_25OSKPUT BBa_258Q239A
BBa_25FDLCK3 Termination acceptor plasmid Szentiamid BBa_25BH8OHT BBa_25Q6N83H BBa_25N5BNMN BBa_25COX0RI BBa_25M5WNXO BBa_25GQWRHJ
BBa_2564YS7S Initiation acceptor plasmid Xentrivalpeptide BBa_25TZG24G BBa_25DWIXPG BBa_25Q6N83H BBa_25X2580F BBa_25OSKPUT BBa_25IKQCY4
BBa_25LICFW3 Elongation acceptor plasmid Xentrivalpeptide Pos.1 BBa_25LWGQVV BBa_25Q6N83H BBa_25ZUEV9B BBa_25YZZS2S BBa_25U5GOR0 BBa_25JFZRUO
BBa_25G6W0D7 Elongation acceptor plasmid Xentrivalpeptide Pos.2 BBa_25LWGQVV BBa_255AD97C BBa_25Q6N83H BBa_25YZZS2S BBa_25U5GOR0 BBa_25JFZRUO
BBa_25927OXA Termination acceptor plasmid Xentrivalpeptide BBa_25BH8OHT BBa_25Q6N83H BBa_254OPNFO BBa_25XG8YC0 BBa_25M5WNXO BBa_25ZTUS5R

Exchange units and Golden Gate expression plasmids

Alanine

Arginine

Arginine

Arginine

Asparagine

Asparagine

Aspartic acid

beta-Alanine

beta-Alanine

Diaminobutyric acid

Glutamine

Glutamic acid

Glutamic acid

Glycine

Histidine

Isoleucine

Isoleucine

Leucine

Lysine

Lysine

Lysine

Phenylalanine

Phenylalanine

Phenylalanine

Proline

Proline

Serine

Threonine

Threonine

Tryptophan

Tryptophan

Tyrosine

Tyrosine

Valine

Valine

Epimerization:

no

yes

yes

no

yes

no

no

yes

no

yes

no

yes

no

yes

yes

yes

no

yes

yes

yes

no

yes

no

no

yes

no

yes

yes

no

no

no

yes

no

yes

no

Source cluster:

Xenorhabdus khoisanae DSM 25463, Xenoamicin synthetase XUT2

Xenorhabdus mauleonii DSM 17908, Fitayylide derivat synthetase XUT6

Xenorhabdus cabanillasii JM26, Bicornitin derivat synthetase XUT6

Xenorhabdus cabanillasii JM26, Bicornitin derivat synthetase XUT3

Xenorhabdus cabanillasii JM26, Fabclavine synthetase XUT4

Xenorhabdus innexi DSM 16336, Fabclavine synthetase XUT3

Xenorhabdus khoisanae DSM 25463, unknown synthetase XUT6

Xenorhabdus nematophila ATCC 19061, Xenematide synthetase XUT4

Xenorhabdus innexi DSM 16336, Fitayylide synthetase XUT3

Photorhabdus kayaii DSM 15194, unknown synthetase XUT3

Xenorhabdus romanii DSM 17910, Intrazentin derivat synthetase XUT4

Photorhabdus temperata subs. thracensis DSM 15199, unknown synthetase XUT5

Xenorhabdus beddingii DSM 4764, unknown synthetase XUT2

Xenorhabdus szentirmaii DSM 16338, unknown synthetase XUT8

Xenorhabdus miraniensis DSM 17902, unknown synthetase XUT13

Xenorhabdus KK7.4, Xenobactin synthetase XUT5

Xenorhabdus KK7.4, Fiayylide derivat synthetase XUT6

Xenorhabdus cabanillasii JM26, Taxlllaide derivat synthetase XUT6

Photorhabdus luminescense IT4.1, unknown synthetase XUT3

Xenorhabdus hominickii DSM 17903, PAX synthetase XUT6

Xenorhabdus mauleonii DSM 17908, PAX synthetase XUT3

Xenorhabdus mauleonii DSM 17908, Protegomycin derivat synthetase XUT3

Xenorhabdus PB61.4, Chaiyaphumine synthetase XUT2

Photorhabdus luminescens subs. laumondii TT01 DSM_15139, GxpS synthetase XUT3

Xenorhabdus PB61.4, Chaiyaphumine synthetase XUT4

Xenorhabdus nematophila ATCC 19061, Xenoamicin synthetase XUT11

Xenorhabdus KK7.4, Fitayylide derivat synthetase XUT2

Photorhabdus temperata K122, unknown synthetase XUT4

Xenorhabdus KK7.4, Xenobactin synthetase XUT3

Xenorhabdus hominickii DSM 17903, Xenematide/​Taxlllaide synthetase XUT5

Xenorhabdus KJ12.1, Xenoprotide synthetase XUT3

Xenorhabdus innexi DSM 16336, Fitayylide synthetase XUT5

Xenorhabdus stockiae DSM 17904, Xenoprotide derivat synthetase XUT3

Xenorhabdus hominickii DSM 17903, unknown synthetase XUT3

Xenorhabdus KK7.4, Xentivialpeptide synthetase XUT6

Part name: BBa_25GRKS3J BBa_25JQ5Y0E BBa_2546K4QE BBa_25I5QU6P BBa_253F5MN6 BBa_25W6NAAK BBa_25CZ42LP BBa_25ODH20W BBa_25C8C5FV BBa_255Z007P BBa_25DUZZVM BBa_25L885HE BBa_25498JTE BBa_25631CKS BBa_25A33AG4 BBa_25RUHHBG BBa_25SPBXEH BBa_25L2LT9Z BBa_25QM73MD BBa_257L92YL BBa_25E3QF9W BBa_25B6CBPG BBa_25JVF1RU BBa_25P50E3H BBa_256QSWQN BBa_2544KP0W BBa_25NMTD8Y BBa_25E7OHKD BBa_255BCE4G BBa_25SPZFCP BBa_25055HQG BBa_25APRBKS BBa_25KE336Y BBa_25F2MQ35 BBa_25X9PUZ6

A

R

R

R

N

N

D

ßA

ßA

Dab

Q

E

E

G

H

I

I

L

K

K

K

F

F

FL

P

P

S

T

T

W

W

Y

Y

V

V

Fig. 5: Combining our 35 exchange units with the Chaiyaphumine acceptor vectors to create 105 Golden Gate expression plasmids.
Tab. 3: Our exchange units and the expression plasmids, which were constructed through Golden Gate cloning with the Chaiyaphumine acceptor vectors (Initation BBa_2563YNE3, Elongation BBa_257KLRC3, Termination BBa_25GUYZYZ).
Exchange unit Short Description Initiation plasmid construct Elongation plasmid construct Termination plasmid construct Organism
BBa_25GRKS3J

T-LCL-

A(Ala)

BBa_25O5HCVX BBa_25V5G86W BBa_253DFKWX Xenorhabdus khoisanae DSM 25463
BBa_25JQ5Y0E

T-E-DCL-

A(Arg)

BBa_25696F6U BBa_251I5HRE BBa_25FFJF3V Xenorhabdus mauleonii DSM 17908
BBa_2546K4QE T-CE-A(Arg) BBa_251SWGLU BBa_25JQ6UGB BBa_25GX3ZJ4 Xenorhabdus cabanillasii JM26
BBa_25I5QU6P

T-LCL-

A(Arg)

BBa_2585O7JE BBa_257NQ6XB BBa_25HJOUSX Xenorhabdus cabanillasii JM26
BBa_253F5MN6

T-E-DCL-

A(Asn)

BBa_25M17972 BBa_25CZFJ68 BBa_25MBCAYC Xenorhabdus cabanillasii JM26
BBa_25W6NAAK

T-LCL-

A(Asn)

BBa_25ZGNUI4 BBa_252KOVW6 BBa_25XRQSSG Xenorhabdus innexi DSM 16336
BBa_25CZ42LP

T-LCL-

A(Asp)

BBa_25HPRG5E BBa_251OOHAS BBa_259MYIUM Xenorhabdus khoisanae DSM 25463
BBa_25ODH20W

T-E-DCL-

A(b-Ala)

BBa_25HSSATK BBa_257TGFX2 BBa_253M7EBF Xenorhabdus nematophila ATCC 19061
BBa_25C8C5FV

T-LCL-A

(b-Ala)

BBa_252ZQMN6 BBa_25YLDO0C BBa_25HDI0R9 Xenorhabdus innexi DSM 16336
BBa_255Z007P

T-CE-

A(Dab)

BBa_25B9NJO8 BBa_25RNFPM8 BBa_25LMDCTV Photorhabdus kayaii DSM 15194
BBa_25DUZZVM

T-LCL-

A(Gln)

BBa_25J3CYXN BBa_25ZGVXKU BBa_25TRMRJH Xenorhabdus romanii DSM 17910
BBa_25L885HE

T-CE-

A(Glu)

BBa_25UH5WSK BBa_25U8NYFH BBa_25P3Q1BQ Photorhabdus temperata subs. thracensis DSM 15199
BBa_25498JTE

T-LCL-

A(Glu)

BBa_25NILA3H BBa_25A661VA BBa_25V2SUON Xenorhabdus beddingii DSM 4764
BBa_25631CKS T-CE-A(Gly) BBa_25NILA3H BBa_25N1JNJU BBa_25L7FO2G Xenorhabdus szentirmaii DSM 16338
BBa_25A33AG4 T-CE-A(His) BBa_25NILA3H BBa_25DVND4I BBa_25S3RX4R Xenorhabdus miraniensis DSM 17902
BBa_25RUHHBG

T-E-DCL-

A(Ile)

BBa_25D8391D BBa_25HXHLBU BBa_25LZPWWI Xenorhabdus KK7.4
BBa_25SPBXEH

T-LCL-

A(Ile)

BBa_25NBWMXC BBa_25G6XSNC BBa_25ATPF1V Xenorhabdus KK7.4
BBa_25L2LT9Z

T-E-DCL-

A(Leu)

BBa_255IBIXB BBa_251C3KOQ BBa_25M92T4P Xenorhabdus cabanillasii JM26
BBa_25QM73MD

T-CE-

A(Lys)

BBa_258D3BQX BBa_256CPU7S BBa_2590HRJX Photorhabdus luminescens IT4.1
BBa_257L92YL

T-CE-

A(Lys)

BBa_25BPT7FT BBa_25JCZSGT BBa_250BLCIQ Xenorhabdus hominickii DSM 17903
BBa_25E3QF9W

T-LCL-

A(Lys)

BBa_25IY3OJV BBa_25N5CBXT BBa_25TJHBMA Xenorhabdus mauleonii DSM 17908
BBa_25B6CBPG

T-E-DCL-

A(Phe)

BBa_25JQL2V1 BBa_25TBBHMJ BBa_25N8PT1Z Xenorhabdus mauleonii DSM 17908
BBa_25JVF1RU

T-LCL-

A(Phe)

BBa_2590ZIEO BBa_258GSVNQ BBa_2508MJ0Y Xenorhabdus PB61.4
BBa_25P50E3H

T-LCL-

A(Phe)

BBa_25WCBOUE BBa_25U0C9DU BBa_25TFXXFO Photorhabdus luminescens subs. laumondii TT01 DSM 15139
BBa_256QSWQN

T-E-DCL-

A(Pro)

BBa_25TIP463 BBa_25P6EHSR BBa_25Y2DS8P Xenorhabdus PB61.4
BBa_2544KP0W

T-LCL-

A(Pro)

BBa_25T4ZUXN BBa_250NPZCE BBa_25GPAMZF Xenorhabdus nematophila ATCC 19061
BBa_25NMTD8Y

T-E-DCL-

A(Ser)

BBa_253IIP3G BBa_25T38H3M BBa_25AXTKU8 Xenorhabdus KK7.4
BBa_25E7OHKD

T-E-DCL-

A(Thr)

BBa_25RVBZA5 BBa_25DR5PII BBa_25V5EA9I Photorhabdus temperata K122
BBa_255BCE4G

T-LCL-

A(Thr)

BBa_257K6LLL BBa_25AUL0PL BBa_25SC77SH Xenorhabdus KK7.4
BBa_25SPZFCP

T-LCL-

A(Trp)

BBa_25XEC79C BBa_25VFHJ3A BBa_25CSBUH7 Xenorhabdus hominickii DSM 17903
BBa_25055HQG

T-LCL-

A(Trp)

BBa_25MDJISM BBa_25RYS8II BBa_25HBVKHA Xenorhabdus KJ12.1
BBa_25APRBKS

T-E-DCL-

A(Tyr)

BBa_25CCQHIT BBa_25IE7WWB BBa_25ADPKBO Xenorhabdus innexi DSM 16336
BBa_25KE336Y T-LCL-A(Tyr) BBa_25C47GU4 BBa_25Q44PSG BBa_25FDWYMQ Xenorhabdus stockiae DSM 17904
BBa_25F2MQ35

T-E-DCL-

A(Val)

BBa_255GP9OC BBa_259OT3UF BBa_2571R42T Xenorhabdus hominickii DSM 17903
BBa_25X9PUZ6 T-LCL-A(Val) BBa_25STMUQJ BBa_25MF1AUK BBa_2525JBI3 Xenorhabdus KK7.4

Backbones

Fig. 6: Our backbones used for expression and acceptor plasmids (pACYC, pCOLA, pCDF) and donor plasmids for the exchange units (pPTGG donor).
Tab. 4: Our backbones and information on their purpose.
Part name Purpose Plasmid name Resistance Ori
BBa_25OSKPUT Initiation pACYC_SEVA Chloramphenicol p15A
BBa_25U5GOR0 Elongation pCOLA_SEVA Kanamycin ColA
BBa_25M5WNXO Termination pCDF_SEVA Spectinomycin ColDF13
BBa_25CQDCV7 Donor pPTGG donor Gentamycin ColE1

Split inteins

Fig. 7
🔍
Fig. 7: Our orthogonal split intein pairs used for posttranslational re-assemble of our NRPS.
Tab. 5: Our inteins and on which plasmids they were used.
Part name Description Used in source
BBa_25X2580F gp41-8N Initiation plasmids https://doi.org/10.1101/2025.10.02.680031
BBa_25LWGQVV gp41-8C Elongation plasmids https://doi.org/10.1101/2025.10.02.680031
BBa_25YZZS2S NrdJ-1N Elongation plasmids https://doi.org/10.1101/2025.10.02.680031
BBa_25BH8OHT NrdJ-1C Termination plasmids https://doi.org/10.1101/2025.10.02.680031

Azide incorporation plasmids

Fig. 8: Our two A domain exchanged expression plasmids capable of incorporating azido-phenylalanine into a peptide and enabling click-chemistry.
Tab. 6: Our expression plasmids for functionalizing NRPs and their composition.
Part name Description InteinC Elongation unit 1

Elongation unit 2

(T-C domains)

Elongation unit 2

(A domain)

Termination unit Backbone
BBa_25EW3Z6A Termination acceptor plasmid Chaiyaphumine
A domain exchanged (AzPhe)
BBa_25BH8OHT BBa_256QSWQN BBa_25WR8Q8N BBa_252MA17N BBa_25HJ8IFO BBa_25M5WNXO
BBa_255Z1HPP Termination expression plasmid Chaiyaphumine
A domain exchanged (Phe/AzPhe)
BBa_25BH8OHT BBa_256QSWQN BBa_25WR8Q8N BBa_2565M5AR BBa_25HJ8IFO BBa_25M5WNXO

Test

High-throughput

Fig. 9
🔍
Fig. 9: Schematic depiction for characterisation of our exchange units.

To characterize the part and minimize other effects on production, the Golden Gated expression plasmids were each individually combined with the native Chaiyaphumine. This approach enables comparable results for interpreting the functioning of non-ribosomal peptide synthetases (NRPS). For efficient characterization of the exchange units, we implemented a high-throughput testing system capable of expressing over 100 hybrid NRPS simultaneously. Instead of cultivating in 10 ml flask cultures, we opted to grow the combinations in 24-well plates. They were cultured over 3 days at 25°C and 200 rpm. The peptides were extracted from the XPP3 media using XAD16-N beads, followed by elution from the beads with a methanol:acetonitrile (MeOH:ACN) mixture. These extracts were subsequently analyzed by LC-MS. The results can be found in the 'Characterizing our Parts' section in our results page and on the corresponding parts pages in the registry.

Upscaling

With only small quantities of our peptides available, applications were initially restricted to basic activity screening. As part of our goal to establish a comprehensive discovery platform, we sought to address the subsequent steps. To measure peptide production not only qualitatively but also quantitatively, reference compounds are required, which we obtained through purification from larger culture volumes for the native Chaiyaphumine (Initation BBa_25KICM3F, Elongation BBa_257KLRC3 and Termination BBa_25G3Z1O2) and the derivative Chaiyaleucine (Initation BBa_25KICM3F, Elongation BBa_257KLRC3, Termination BBa_25M92T4P).

Learn / Outlook

Correlation of production

Characterization of our exchange units with Chaiyaphumine revealed several key factors affecting the functionality of hybrid NRPS assemblies. The position of the exchange unit within the assembly line probably influences peptide production, with modules at the XUT4 position yielding functional peptides in 86% of cases, compared to 54% at XUT3 and 40% at XUT2, likely due to fewer disruptive interactions with condensation (C) domains at later positions. The type of condensation domain also might impact success rates: LCL domains supported 73% functional constructs, E-DCL domains performed similarly, while CE domains showed only 24% success. However, all CE domain clusters had low phylogenetic relatedness to Chaiyaphumine, confounding direct attribution. The Phylogenetic relation between donor and acceptor modules, assessed through combined sequence similarity of thioesterase (TE) and upstream thiolation (T) domains, also correlates strongly with production success. Donor modules sharing over 55% T-TE similarity with the Chaiyaphumine cluster yielded peptides in 39 out of 51 tested constructs, whereas those below 26% similarity succeeded in only 20 out of 54. This highlights that phylogenetic relation shows a strong correlation towards NRPS compatibility. Nonetheless, limitations arise when closely related clusters lack the desired amino acid or even a TE domain, indicating that additional predictive metrics are required for more comprehensive optimization.

Application

Our platform is designed to construct a versatile peptide library, enabling teams to screen for bioactivity and accelerate antibiotic discovery by harnessing the vast, largely unexplored chemical diversity of non-ribosomal peptides(NRPs). By making this modular system accessible, we hope that any lab can derivatize and engineer peptides for diverse applications beyond antibiotics, including anticancer agents like bleomycin[5], immunosuppressants such as cyclosporin[5], biopesticides (zwittermicin A[6]), and biosurfactants (surfactin[7]). The platform also supports hit-to-lead optimization, as illustrated by “Chaiyavaline,” where future studies could systematically substitute amino acids to pinpoint residues essential for bioactivity. While functionalizing peptides with azide groups enables click chemistry for attaching moieties like siderophores to improve uptake and pharmacological properties. Importantly, the modular NRPS parts can also be repurposed for creative new functions, as demonstrated by the 2014 RiboSURF iGEM team, who used A domains to load nonproteinogenic amino acids onto tRNAs. We invite all iGEM teams to explore new applications for our toolkit and expand the possibilities of synthetic biology together.

References

[1] Gonschorek, P., Wilson, C. S., Schelhas, C., Bozhueyuek, K. A. J., Gruen, P., & Bode, H. B. (2025, October 2). Split inteins for generating combinatorial non-ribosomal peptide libraries. https://doi.org/10.1101/2025.10.02.680031

[5] Felnagle, E. A., Jackson, E. E., Chan, Y. A., Podevels, A. M., Berti, A. D., McMahon, M. D., & Thomas, M. G. (2008). Nonribosomal Peptide Synthetases Involved in the Production of Medically Relevant Natural Products. Molecular Pharmaceutics, 5(2), 191–211. https://doi.org/10.1021/mp700137g

[6] Emmert, E. A. B., Klimowicz, A. K., Thomas, M. G., & Handelsman, J. (2004). Genetics of Zwittermicin A Production by Bacillus cereus. Applied and Environmental Microbiology, 70(1), 104–113. https://doi.org/10.1128/AEM.70.1.104-113.2004

[7] Théatre, A., Cano-Prieto, C., Bartolini, M., Laurin, Y., Deleu, M., Niehren, J., … Jacques, P. (2021). The Surfactin-Like Lipopeptides From Bacillus spp.: Natural Biodiversity and Synthetic Biology for a Broader Application Range. Frontiers in Bioengineering and Biotechnology, 9, 623701. https://doi.org/10.3389/fbioe.2021.623701

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