4.1 Review

Robustness analysis of cellular systems using the genetic tug-of-war method

Journal

MOLECULAR BIOSYSTEMS
Volume 8, Issue 10, Pages 2513-2522

Publisher

ROYAL SOC CHEMISTRY
DOI: 10.1039/c2mb25100k

Keywords

-

Funding

  1. Japan Science and Technology Agency
  2. Special Coordination Fund for Promoting Sciences and Technology
  3. Ministry of Education, Culture, Sports, Science and Technology
  4. Takeda Science Foundation
  5. Grants-in-Aid for Scientific Research [23310140] Funding Source: KAKEN

Ask authors/readers for more resources

Robustness is one of the principles of design inherent to biological systems. Cellular robustness can be measured as limits of intracellular parameters such as gene expression levels. We have recently developed an experimental approach coined as genetic Tug-Of-War (gTOW), which we used to perform robustness analysis in yeast. Using gTOW, we were able to measure the upper limit of expression of gene targets. In this review, we first elaborate on how the gTOW method compares to current mathematical simulation models prevalently used in the determination of robustness. We then explain the experimental principles underlying gTOW and its associated tools, and we provide concrete examples of robustness analysis using gTOW, i.e. cell cycle and HOG pathway gene expression analysis. Finally, we list a series of Q&As related to the experimental utilization of gTOW and we describe the potential impact of gTOW and its relevance to the understanding of biological systems.

Authors

I am an author on this paper
Click your name to claim this paper and add it to your profile.

Reviews

Primary Rating

4.1
Not enough ratings

Secondary Ratings

Novelty
-
Significance
-
Scientific rigor
-
Rate this paper

Recommended

Correction Biotechnology & Applied Microbiology

Comparative Gene Analysis Focused on Silica Cell Wall Formation: Identification of Diatom-Specific SET Domain Protein Methyltransferases (vol 22, pg 551, 2020)

Michiko Nemoto, Sayako Iwaki, Hisao Moriya, Yuki Monden, Takashi Tamura, Kenji Inagaki, Shigeki Mayama, Kiori Obuse

MARINE BIOTECHNOLOGY (2021)

Article Chemistry, Multidisciplinary

Specialized Flavoprotein Promotes Sulfur Migration and Spiroaminal Formation in Aspirochlorine Biosynthesis

Yuta Tsunematsu, Naoya Maeda, Michio Sato, Kodai Hara, Hiroshi Hashimoto, Kenji Watanabe, Christian Hertweck

Summary: Epidithiodiketopiperazines (ETPs) are a class of ecologically and medicinally important cyclodipeptides with a reactive transannular disulfide bridge. A novel oxidoreductase (AcIR) has been discovered to catalyze both carbon-sulfur bond migration and spiro-ring formation, with a pathway involving cryptic acetylation. The discovery highlights the specialized role of the thioredoxin oxidoreductase family enzyme in the ETP pathway and expands the chemical diversity of small molecules bearing an aberrant disulfide pharmacophore.

JOURNAL OF THE AMERICAN CHEMICAL SOCIETY (2021)

Article Chemistry, Multidisciplinary

Biosynthesis of the Immunosuppressant (-)-FR901483

Zhuan Zhang, Yui Tamura, Mancheng Tang, Tianzhang Qiao, Michio Sato, Yoshihiro Otsu, Satoshi Sasamura, Masatoshi Taniguchi, Kenji Watanabe, Yi Tang

Summary: The study characterized the biosynthetic pathway of the immunosuppressant (-)-FR901483 (1) through heterologous expression and enzymatic assays, proposing a possible target of 1 based on the biosynthetic studies. The biosynthetic logic involves aza-spiro annulation of dityrosyl-piperazine to form a ketoaldehyde intermediate, followed by regioselective aldol condensation, stereoselective ketoreduction, and phosphorylation.

JOURNAL OF THE AMERICAN CHEMICAL SOCIETY (2021)

Article Oncology

Association of Escherichia coli containing polyketide synthase in the gut microbiota with colorectal neoplasia in Japan

Motoki Iwasaki, Rieko Kanehara, Taiki Yamaji, Ryoko Katagiri, Michihiro Mutoh, Yuta Tsunematsu, Michio Sato, Kenji Watanabe, Koji Hosomi, Yasuo Kakugawa, Hiroaki Ikematsu, Kinichi Hotta, Jun Kunisawa, Keiji Wakabayashi, Takahisa Matsuda

Summary: This study investigated the association between the presence of polyketide synthase in Escherichia coli and the prevalence of colorectal neoplasia, finding no significant association overall. However, positive associations were suggested under certain intake levels of cereals or vegetables.

CANCER SCIENCE (2022)

Article Biochemistry & Molecular Biology

Toward Engineered Biosynthesis of Drugs in Human Cells

Shinya Matsuda, Yuta Tsunematsu, Takuma Matsushita, Yuji Ogata, Shihomi Hachiya, Shinji Kishimoto, Noriyuki Miyoshi, Kenji Watanabe

Summary: The study demonstrates that HeLa cells harboring fma-P450 can biosynthesize 5-hydroxyl-beta-trans-bergamoten and cytotoxic 5-epi-demethoxyfumagillol when supplemented with the nontoxic precursor beta-trans-bergamotene. While the production level was insufficient to effect cell death, it shows that programming human cells to autogenerate antibiotics by introducing a heterologous biosynthetic gene is feasible.

CHEMBIOCHEM (2022)

Article Biochemistry & Molecular Biology

Barcode fusion genetics-protein-fragment complementation assay (BFG-PCA): tools and resources that expand the potential for binary protein interaction discovery

Daniel Evans-Yamamoto, Francois D. Rouleau, Piyush Nanda, Koji Makanae, Yin Liu, Philippe C. Despres, Hitoshi Matsuo, Motoaki Seki, Alexandre K. Dube, Diana Ascencio, Nozomu Yachie, Christian R. Landry

Summary: Barcode fusion genetics (BFG) utilizes deep sequencing to improve the throughput of protein-protein interaction (PPI) screening. This technology expands the scope of PPI research by leveraging clone collections from any species of interest and demonstrates high sensitivity and specificity for capturing known interactions.

NUCLEIC ACIDS RESEARCH (2022)

Article Biochemistry & Molecular Biology

Identification of uncharacterized proteins potentially localized to mitochondria (UPMs) in Saccharomyces cerevisiae using a fluorescent protein unstable in the cytoplasm

Satoshi Horiuchi, Shotaro Namba, Nozomu Saeki, Ayano Satoh, Hisao Moriya

Summary: Eukaryotic cells are composed of organelles, each containing proteins crucial for their function. In this study, novel mitochondrially localized proteins in yeast were identified using a fluorescent protein that is degraded in the cytoplasm. The findings revealed 35 uncharacterized proteins potentially localized to mitochondria, some of which are upregulated during mitochondrial development, suggesting their involvement in mitochondrial function.

YEAST (2022)

Article Chemistry, Multidisciplinary

Alkaloid Biosynthetic Enzyme Generates Diastereomeric Pair via Two Distinct Mechanisms

Shinji Kishimoto, Yuya Matsubara, Kenji Watanabe

Summary: Ergopeptines are representative ergoline alkaloids with a tripeptide extension on the lysergic acid core. In this study, we characterized newly isolated ergopeptine-like compounds called lentopeptins from Aspergillus lentulus, which differ from traditional ergopeptines in structure and biosynthetic pathway. Targeted deletion of len cluster biosynthetic genes predicted from the genome sequence revealed the atypical biosynthetic pathway of lentopeptins.

JOURNAL OF THE AMERICAN CHEMICAL SOCIETY (2022)

Article Genetics & Heredity

Massive expression of cysteine-containing proteins causes abnormal elongation of yeast cells by perturbing the proteasome

Shotaro Namba, Hisaaki Kato, Shuji Shigenobu, Takashi Makino, Hisao Moriya

Summary: The overexpression of EGFP, a harmless protein, causes cell elongation in yeast, and this phenomenon is associated with the content of cysteine. The abnormal cell morphology triggered by EGFP overexpression is observed in different types of yeast. The perturbation of the proteasome by the exposed cysteine of the overexpressed protein leads to cell elongation.

G3-GENES GENOMES GENETICS (2022)

Article Biochemistry & Molecular Biology

Advancing the Biosynthetic and Chemical Understanding of the Carcinogenic Risk Factor Colibactin and Its Producers

Yuichiro Hirayama, Michio Sato, Kenji Watanabe

Summary: Recent studies have identified a gene cluster in Escherichia coli that produces a genotoxic secondary metabolite known as colibactin, which is suspected to be a risk factor for colorectal cancer. There is a need to develop simple detection methods for colibactin-producing strains and understand the mechanism of colibactin-induced oncogenesis to improve early screening and prevention of colorectal cancer. This review discusses recent efforts in identifying the structure of colibactin and developing detection methods using polymerase chain reaction and isothermal amplification techniques.

BIOCHEMISTRY (2022)

Article Chemistry, Medicinal

Cytotoxic Homo- and Hetero-Dimers of o-toluidine, o-anisidine, and Aniline Formed by In Vitro Metabolism

Takuma Kobayashi, Shinji Kishimoto, Shogo Watanabe, Yasukiyo Yoshioka, Takeshi Toyoda, Kumiko Ogawa, Kenji Watanabe, Yukari Totsuka, Keiji Wakabayashi, Noriyuki Miyoshi

Summary: This study identifies the formation of several p-semidine-type dimers, including MMBD and MxMxBD, during the metabolic conversion of o-Tol and o-Ans. The dimers containing the o-Ans moiety showed faster dimerization rates but decreased levels with prolonged incubation. These findings suggest the potential significance of the homo-and hetero-dimers of monocyclic aromatic amines in bladder carcinogenesis and the combined exposure risk.

CHEMICAL RESEARCH IN TOXICOLOGY (2022)

Article Chemistry, Multidisciplinary

Reactive Azlactone Intermediate Drives Fungal Secondary Metabolite Cross-Pathway Generation

Shinji Kishimoto, Ayumi Minami, Yoshimitsu Aoki, Yuya Matsubara, Shogo Watanabe, Kenji Watanabe

Summary: Pathogenic fungi of Aspergillus section Fumigati are capable of producing various secondary metabolites. This study reports the isolation of fumimycin and a new compound named lentofuranine from A. lentulus. These compounds were found to be assembled through a nonenzymatic condensation involving a polyketide intermediate from the terrein biosynthetic pathway and a highly reactive azlactone intermediate. The formation of an unusual carbon skeleton is attributed to the reactivity of azlactone.

JOURNAL OF THE AMERICAN CHEMICAL SOCIETY (2023)

Article Chemistry, Multidisciplinary

Biosynthesis of Polycyclic Natural Products from Conjugated Polyenes via Tandem Isomerization and Pericyclic Reactions

Kanji Niwa, Masao Ohashi, Kaili Xie, Chen-Yu Chiang, Cooper S. Jamieson, Michio Sato, Kenji Watanabe, Fang Liu, K. N. Houk, Yi Tang

Summary: We have discovered biosynthetic pathways that can produce and transform conjugated octaenes and nonaenes into complex natural products. The biosynthesis of (-)-PF1018 involves an enzyme called PfB, which controls the regio-, stereo-, and periselectivity of multiple reactions starting from a conjugated octaene. By using PfB as a starting point, we found a homologous enzyme, BruB, that facilitates diene isomerization, tandem 8π-6π-electrocyclization, and a 1,2-divinylcyclobutane Cope rearrangement to generate a novel compound not previously found in nature.

JOURNAL OF THE AMERICAN CHEMICAL SOCIETY (2023)

Article Genetics & Heredity

Overexpression profiling reveals cellular requirements in the context of genetic backgrounds and environments

Nozomu Saeki, Chie Yamamoto, Yuichi Eguchi, Takayuki Sekito, Shuji Shigenobu, Mami Yoshimura, Yoko Yashiroda, Charles Boone, Hisao Moriya

Summary: The study focused on how overexpression of genes can help organisms adapt to stress. A new method was developed to identify functionally adaptive genes when overexpressed in yeast under stress. The results showed that adaptive overexpression compensated for deficiencies and improved stress tolerance, such as calcium under salt stress. The study also investigated the influence of different genetic backgrounds on these genes, revealing variations among yeast strains. Additionally, calcium was found to play a role in adapting to salt stress by preventing mitochondrial outbursts. These findings highlight the importance of adaptive overexpression in maximizing stress adaptability within a specific environment and genetic context.

PLOS GENETICS (2023)

Article Genetics & Heredity

Screening method toward ClbP-specific inhibitors

Tao Zhou, Takayuki Ando, Akihiro Kudo, Michio Sato, Noriyuki Miyoshi, Michihiro Mutoh, Hideki Ishikawa, Keiji Wakabayashi, Kenji Watanabe

Summary: The study established an efficient screening system for identifying ClbP-specific inhibitors. Two different assays were used to screen a large number of compounds, resulting in the identification of one compound with moderate inhibitory activity against ClbP. This screening method is believed to be reliable and useful in developing potential prophylactic agents for colorectal cancer.

GENES AND ENVIRONMENT (2023)

No Data Available