غادة سعيد عبدالنبي محمد البغدادى
معيد
Continuous directed evolution of isoflavone synthase to mitigate feedback inhibition: combine use of a novel developed bacteria-based biosensor and high-throughput droplet sorting
Bioresource Technology • 2026
معلومات البحث
المؤلفون
Zhe Wang
Weimin Xu
, Danshan Zhao
, Ghada Said Baghdady
, Daoying Wang
, Yuetong Wang
, Jiyuan Wang
, Xiudong Xia
الكلمات المفتاحية
Genistein
Isoflavone biosynthesis
Droplet Microfluidics
Protein Engineering
T7RNAP-GDE1
المجلة العلمية
Bioresource Technology
الناشر
Elsevier
المجلد
Not Available
العدد
Not Available
الصفحات
p.134319
publication.type
International
رابط البحث
Open Link
المواد المرفقة
Not Available
الملخص
Genistein, a bioactive isoflavone with therapeutic potential in treating oxidative stress, cardiovascular diseases,
and cancer, faces production limitations during microbial biosynthesis due to product feedback inhibition of
isoflavone synthase (IFS). To overcome this bottleneck, a biosensor-assisted continuous directed evolution
platform was developed. Specifically, a genistein-specific biosensor was engineered using the Bradyrhizobium
japonicum transcription factor FrrA, capable of distinguishing genistein from its precursor, (2S)-naringenin. The
biosensor was systematically optimized to eliminate background fluorescence at inhibitory genistein concen
trations while maintaining strong responses to elevated product levels, enabling precise detection during high- throughput screening. By coupling this biosensor with droplet microfluidic sorting, a high-quality mutant library
of Trifolium pratense IFS (TpIFS) generated through deaminase-T7 RNA polymerase fusion-mediated continuous
evolution, was screened. This approach successfully identified TpIFS
M6
, a feedback-resistant mutant exhibiting a
6.6-fold increase in the product inhibition constant and a 3.8-fold reduced binding affinity for genistein.
Consequently, the genistein yield obtained with TpIFS
M6
was 3.1 times that of the wild-type. Molecular dynamics
simulations revealed that mutations I187R and F303A prevented inhibitor-induced conformational displacement
of the catalytic I-helix. This work establishes a generalizable high-throughput screening strategy to mitigate
enzyme feedback inhibition, facilitating the robust biosynthesis of plant-derived natural products.
and cancer, faces production limitations during microbial biosynthesis due to product feedback inhibition of
isoflavone synthase (IFS). To overcome this bottleneck, a biosensor-assisted continuous directed evolution
platform was developed. Specifically, a genistein-specific biosensor was engineered using the Bradyrhizobium
japonicum transcription factor FrrA, capable of distinguishing genistein from its precursor, (2S)-naringenin. The
biosensor was systematically optimized to eliminate background fluorescence at inhibitory genistein concen
trations while maintaining strong responses to elevated product levels, enabling precise detection during high- throughput screening. By coupling this biosensor with droplet microfluidic sorting, a high-quality mutant library
of Trifolium pratense IFS (TpIFS) generated through deaminase-T7 RNA polymerase fusion-mediated continuous
evolution, was screened. This approach successfully identified TpIFS
M6
, a feedback-resistant mutant exhibiting a
6.6-fold increase in the product inhibition constant and a 3.8-fold reduced binding affinity for genistein.
Consequently, the genistein yield obtained with TpIFS
M6
was 3.1 times that of the wild-type. Molecular dynamics
simulations revealed that mutations I187R and F303A prevented inhibitor-induced conformational displacement
of the catalytic I-helix. This work establishes a generalizable high-throughput screening strategy to mitigate
enzyme feedback inhibition, facilitating the robust biosynthesis of plant-derived natural products.
