Rubo Zhang
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Previous Organizations / Institutes
The organizations / institutes from the scholar's other articles in the past ten years
Rubo Zhang has a total of 93 co-authors. Here are the top co-authors by number of shared publications:
- Xiaoling Zhang
MIIT Key Laboratory of Medical Molecule Science and Pharmaceutical Engineering, Beijing Institute of Technology, Zhuhai, Guangdong 519088, China
12 shared publications - Jing Jing
Beijing Institute of Technology
8 shared publications - Leif A. Eriksson
Department of Chemistry and Molecular Biology, University of Gothenburg, Göteborg, Sweden
5 shared publications - Siping Pang
School of Materials Science and Engineering, Beijing Institute of Technology, Beijing 100081, China
5 shared publications Chunlei Yang
Key Laboratory of Cluster Science of Ministry of Education, Beijing Key Laboratory of Photo-electronic/Electrophotonic Conversion Materials, Analytical and Testing Center, Key Laboratory of Medical Molecule Science and Pharmaceutics Engineering, Ministry of Industry and Information Technology, School of Chemistry and Chemical Engineering, Beijing Institute of Technology, Beijing 100081, PR China
4 shared publicationsCongcong Gao
Key Laboratory of Cluster Science of Ministry of Education, Beijing Key Laboratory of Photoelectronic/Electrophotonic, Conversion Materials, Beijing Institute of Technology, Beijing Institute of Technology, Beijing, 100081, P.R. China
4 shared publications
Latest Publications
- Open Access
- 27 September 2024
- Published by American Chemical Society (ACS) in Journal of Chemical Information and Modeling
- Vol. 64 (19) , 7698-7708
Mechanism of Dual-Site Recognition in a Classic DNA Aptamer
Nucleic acid aptamers possess unique advantages in specific recognition. However, the lack of in-depth investigation into their dynamic recognition mechanisms has restricted their rational design and potential applications in fields such as biosensing and targeted therapy. We herein utilized enhanced sampling molecular dynamics to address affinities of adenosine monophosphate (AMP) to the dual binding sites in the DNA aptamer, focusing on the dynamic recognition mechanism and pathways. The present results indicate that in addition to the widely known intermolecular interactions, inequivalence of chemical environments of the two binding sites leads to slightly higher stability of AMP binding to the site proximal to the aptamer terminus. In the presence of two AMPs captured by the two sites, each binding free energy is enhanced. In particular, an additional hydrogen bond of AMP to A10 is introduced in the dual-site binding complex, which increases the binding energy from -4.25 ± 0.47 to -9.48 ± 0.33 kcal mol-1 in the site close to the loop. For the dual-site recognition process, the free energy landscape and minimum free energy pathway calculations elucidate the crucial role of electrostatic interactions between the AMP phosphate groups and Na+ ions in positively cooperative binding mechanisms.
- 27 September 2024
- Published by American Chemical Society (ACS) in Journal of Chemical Information and Modeling
- Vol. 64 (19) , 7698-7708
Open AccessMechanism of Dual-Site Recognition in a Classic DNA Aptamer
Nucleic acid aptamers possess unique advantages in specific recognition. However, the lack of in-depth investigation into their dynamic recognition mechanisms has restricted their rational design and potential applications in fields such as biosensing and targeted therapy. We herein utilized enhanced sampling molecular dynamics to address affinities of adenosine monophosphate (AMP) to the dual binding sites in the DNA aptamer, focusing on the dynamic recognition mechanism and pathways. The present results indicate that in addition to the widely known intermolecular interactions, inequivalence of chemical environments of the two binding sites leads to slightly higher stability of AMP binding to the site proximal to the aptamer terminus. In the presence of two AMPs captured by the two sites, each binding free energy is enhanced. In particular, an additional hydrogen bond of AMP to A10 is introduced in the dual-site binding complex, which increases the binding energy from -4.25 ± 0.47 to -9.48 ± 0.33 kcal mol-1 in the site close to the loop. For the dual-site recognition process, the free energy landscape and minimum free energy pathway calculations elucidate the crucial role of electrostatic interactions between the AMP phosphate groups and Na+ ions in positively cooperative binding mechanisms.
- 31 August 2023
- Published by American Chemical Society (ACS) in Analytical Chemistry
- Vol. 95 (36) , 13438-13445
Molecular Design Strategy of Protein Isoform-Specific Fluorescent Probes by Considering Molecule in Its Entirety
Generally, different isoforms of proteins exert separate biological functions. However, due to similar structures and identical catalysis functions, distinguishing isoforms is challenging. Summarizing a molecular design strategy has great significance in developing a protein-specific fluorescent probe. Usually, recognition of a group was deemed to be the key to a protein isoform-specific response. However, some novel literature reported that fluorophore could play a vital role in the protein isoform-specific response. It means that any part of the fluorescent probe could affect the detected properties. In this work, we report the generation of the first probe to specifically recognize HexA(beta-N-acetylhexosaminidase A), Hex-C4, by adjusting the length of the linker. Hex-C4 exhibits specific recognition of HexA both in vitro and in living cells. The integration of the fluorescent spectrum and the MD (molecular dynamics) results provide two factors for the molecular design of isoform-specific fluorescent probes. One is the interaction between tetraphenyl ethylene (AIE fluorogen) and amino acid residues, and the other is the interaction between amino acid residues and the binding group. In this work, a powerful tool to detect HexA in living cells is reported for the first time. Further, a workable molecular design strategy for protein isoform-specific fluorescent probes is summarized.
- 31 August 2023
- Published by American Chemical Society (ACS) in Analytical Chemistry
- Vol. 95 (36) , 13438-13445
Molecular Design Strategy of Protein Isoform-Specific Fluorescent Probes by Considering Molecule in Its Entirety
Generally, different isoforms of proteins exert separate biological functions. However, due to similar structures and identical catalysis functions, distinguishing isoforms is challenging. Summarizing a molecular design strategy has great significance in developing a protein-specific fluorescent probe. Usually, recognition of a group was deemed to be the key to a protein isoform-specific response. However, some novel literature reported that fluorophore could play a vital role in the protein isoform-specific response. It means that any part of the fluorescent probe could affect the detected properties. In this work, we report the generation of the first probe to specifically recognize HexA(beta-N-acetylhexosaminidase A), Hex-C4, by adjusting the length of the linker. Hex-C4 exhibits specific recognition of HexA both in vitro and in living cells. The integration of the fluorescent spectrum and the MD (molecular dynamics) results provide two factors for the molecular design of isoform-specific fluorescent probes. One is the interaction between tetraphenyl ethylene (AIE fluorogen) and amino acid residues, and the other is the interaction between amino acid residues and the binding group. In this work, a powerful tool to detect HexA in living cells is reported for the first time. Further, a workable molecular design strategy for protein isoform-specific fluorescent probes is summarized.
- Open Access
- 18 August 2022
- Published by Oxford University Press (OUP) in Nucleic Acids Research
- Vol. 50 (16) , 9072-9082
Markov state models elucidate the stability of DNA influenced by the chiral 5S-Tg base
The static and dynamic structures of DNA duplexes affected by 5S-Tg (Tg, Thymine glycol) epimers were studied using MD simulations and Markov State Models (MSMs) analysis. The results show that the 5S,6S-Tg base caused little perturbation to the helix, and the base-flipping barrier was determined to be 4.4 kcal mol−1 through the use of enhanced sampling meta-eABF calculations, comparable to 5.4 kcal mol−1 of the corresponding thymine flipping. Two conformations with the different hydrogen bond structures between 5S,6R-Tg and A19 were identified in several independent MD trajectories. The 5S,6R-Tg:O6HO6•••N1:A19 hydrogen bond is present in the high-energy conformation displaying a clear helical distortion, and near barrier-free Tg base flipping. The low-energy conformation always maintains Watson–Crick base pairing between 5S,6R-Tg and A19, and 5S-Tg base flipping is accompanied by a small barrier of ca. 2.0 KBT (T = 298 K). The same conformations are observed in the MSMs analysis. Moreover, the transition path and metastable structures of the damaged base flipping are for the first time verified through MSMs analysis. The data clearly show that the epimers have completely different influence on the stability of the DNA duplex, thus implying different enzymatic mechanisms for DNA repair.
- 18 August 2022
- Published by Oxford University Press (OUP) in Nucleic Acids Research
- Vol. 50 (16) , 9072-9082
Open AccessMarkov state models elucidate the stability of DNA influenced by the chiral 5S-Tg base
The static and dynamic structures of DNA duplexes affected by 5S-Tg (Tg, Thymine glycol) epimers were studied using MD simulations and Markov State Models (MSMs) analysis. The results show that the 5S,6S-Tg base caused little perturbation to the helix, and the base-flipping barrier was determined to be 4.4 kcal mol−1 through the use of enhanced sampling meta-eABF calculations, comparable to 5.4 kcal mol−1 of the corresponding thymine flipping. Two conformations with the different hydrogen bond structures between 5S,6R-Tg and A19 were identified in several independent MD trajectories. The 5S,6R-Tg:O6HO6•••N1:A19 hydrogen bond is present in the high-energy conformation displaying a clear helical distortion, and near barrier-free Tg base flipping. The low-energy conformation always maintains Watson–Crick base pairing between 5S,6R-Tg and A19, and 5S-Tg base flipping is accompanied by a small barrier of ca. 2.0 KBT (T = 298 K). The same conformations are observed in the MSMs analysis. Moreover, the transition path and metastable structures of the damaged base flipping are for the first time verified through MSMs analysis. The data clearly show that the epimers have completely different influence on the stability of the DNA duplex, thus implying different enzymatic mechanisms for DNA repair.
- 13 April 2022
- Published by Elsevier in Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy
- Vol. 277, 121264
A xanthene-based fluorescent probe for detection of peroxynitrite in living cells and zebrafish
- 13 April 2022
- Published by Elsevier in Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy
- Vol. 277, 121264
A xanthene-based fluorescent probe for detection of peroxynitrite in living cells and zebrafish
- 1 October 2021
- Published by Elsevier in Sensors and Actuators B: Chemical
- Vol. 344
An efficient FRET based theranostic nanoprobe for hyaluronidase detection and cancer therapy in vitro
- 1 October 2021
- Published by Elsevier in Sensors and Actuators B: Chemical
- Vol. 344
An efficient FRET based theranostic nanoprobe for hyaluronidase detection and cancer therapy in vitro
- 27 September 2021
- Published by Royal Society of Chemistry (RSC) in Journal of Materials Chemistry B
- Vol. 9 (43) , 8971-8979
Defective Ag–In–S/ZnS quantum dots: an oxygen-derived free radical scavenger for mitigating macrophage inflammation
The as-prepared defective AIS/ZnS QDs have favorable oxygen-derived free radical scavenging abilities in vitro and exhibit benign anti-inflammatory activities in the model of lipopolysaccharide (LPS)-induced inflammation in macrophages.
- 27 September 2021
- Published by Royal Society of Chemistry (RSC) in Journal of Materials Chemistry B
- Vol. 9 (43) , 8971-8979
Defective Ag–In–S/ZnS quantum dots: an oxygen-derived free radical scavenger for mitigating macrophage inflammation
The as-prepared defective AIS/ZnS QDs have favorable oxygen-derived free radical scavenging abilities in vitro and exhibit benign anti-inflammatory activities in the model of lipopolysaccharide (LPS)-induced inflammation in macrophages.
- Open Access
- 22 May 2020
- Published by Oxford University Press (OUP) in Nucleic Acids Research
- Vol. 48 (12) , 6471-6480
Molecular dynamics study of the recognition of ATP by nucleic acid aptamers
Despite their great success in recognizing small molecules in vitro, nucleic acid aptamers are rarely used in clinical settings. This is partially due to the lack of structure-based mechanistic information. In this work, atomistic molecular dynamics simulations are used to study the static and dynamic supramolecular structures relevant to the process of the wild-type (wt) nucleic acid aptamer recognition and binding of ATP. The effects brought about by mutation of key residues in the recognition site are also explored. The simulations reveal that the aptamer displays a high degree of rigidity and is structurally very little affected by the binding of ATP. Interaction energy decomposition shows that dispersion forces from π-stacking between ATP and the G6 and A23 nucleobases in the aptamer binding site plays a more important role in stabilizing the supramolecular complex, compared to hydrogen-bond interaction between ATP and G22. Moreover, metadynamics simulations show that during the association process, water molecules act as essential bridges connecting ATP with G22, which favors the dynamic stability of the complex. The calculations carried out on three mutated aptamer structures confirm the crucial role of the hydrogen bonds and π-stacking interactions for the binding affinity of the ATP nucleic acid aptamer.
- 22 May 2020
- Published by Oxford University Press (OUP) in Nucleic Acids Research
- Vol. 48 (12) , 6471-6480
Open AccessMolecular dynamics study of the recognition of ATP by nucleic acid aptamers
Despite their great success in recognizing small molecules in vitro, nucleic acid aptamers are rarely used in clinical settings. This is partially due to the lack of structure-based mechanistic information. In this work, atomistic molecular dynamics simulations are used to study the static and dynamic supramolecular structures relevant to the process of the wild-type (wt) nucleic acid aptamer recognition and binding of ATP. The effects brought about by mutation of key residues in the recognition site are also explored. The simulations reveal that the aptamer displays a high degree of rigidity and is structurally very little affected by the binding of ATP. Interaction energy decomposition shows that dispersion forces from π-stacking between ATP and the G6 and A23 nucleobases in the aptamer binding site plays a more important role in stabilizing the supramolecular complex, compared to hydrogen-bond interaction between ATP and G22. Moreover, metadynamics simulations show that during the association process, water molecules act as essential bridges connecting ATP with G22, which favors the dynamic stability of the complex. The calculations carried out on three mutated aptamer structures confirm the crucial role of the hydrogen bonds and π-stacking interactions for the binding affinity of the ATP nucleic acid aptamer.
- 8 April 2020
- Published by Royal Society of Chemistry (RSC) in Organic & Biomolecular Chemistry
- Vol. 18 (18) , 3536-3543
Enhanced reactivity of the pyrimidine peroxyl radical towards the C–H bond in duplex DNA – a theoretical study
Selective C–H oxidation is thought to be a highly suitable strategy for building synthetic blocks and generating bioactive compounds. Noncovalent DNA catalysis for C–H bond cleavage is studied for the first time in order to delineate the so-called ‘oxidation enhancement effect’ on oxidatively generated damage in DNA duplex structures. Herein, DFT methods have been used to gain insight into the reactivity of the 5-hydroxy-6-peroxyl-5,6-dihydrothymine radical using ten single-stranded and duplex DNA models. Reliable M06-2X/6-31+G(d,p) calculations indicate that hydrogen bonding between the complementary base pairs significantly enhances the reactivity of the thymine peroxyl radical in duplex DNA models towards the C1′–H1′ bond. An excellent linear relationship of the reaction activation barrier vs. the difference between the bond dissociation free energies (BDFE) of the C–H and O–H bonds is observed. With the noted role of charge transfer from LPO4′ on 2-deoxyribose to its adjacent C1′–H1′ anti-bonding orbital, a hyperconjugation effect is proposed to explain the reason why the barrier heights are close to each other for the studied duplex DNA models. The difference in the reactivity of the thymine peroxyl radical in the duplex and related single-strand DNA models is rationalized in terms of the preparatory energy and the optimal σC1′–H1′ and oxyl-p based π*-orbital interactions.
- 8 April 2020
- Published by Royal Society of Chemistry (RSC) in Organic & Biomolecular Chemistry
- Vol. 18 (18) , 3536-3543
Enhanced reactivity of the pyrimidine peroxyl radical towards the C–H bond in duplex DNA – a theoretical study
Selective C–H oxidation is thought to be a highly suitable strategy for building synthetic blocks and generating bioactive compounds. Noncovalent DNA catalysis for C–H bond cleavage is studied for the first time in order to delineate the so-called ‘oxidation enhancement effect’ on oxidatively generated damage in DNA duplex structures. Herein, DFT methods have been used to gain insight into the reactivity of the 5-hydroxy-6-peroxyl-5,6-dihydrothymine radical using ten single-stranded and duplex DNA models. Reliable M06-2X/6-31+G(d,p) calculations indicate that hydrogen bonding between the complementary base pairs significantly enhances the reactivity of the thymine peroxyl radical in duplex DNA models towards the C1′–H1′ bond. An excellent linear relationship of the reaction activation barrier vs. the difference between the bond dissociation free energies (BDFE) of the C–H and O–H bonds is observed. With the noted role of charge transfer from LPO4′ on 2-deoxyribose to its adjacent C1′–H1′ anti-bonding orbital, a hyperconjugation effect is proposed to explain the reason why the barrier heights are close to each other for the studied duplex DNA models. The difference in the reactivity of the thymine peroxyl radical in the duplex and related single-strand DNA models is rationalized in terms of the preparatory energy and the optimal σC1′–H1′ and oxyl-p based π*-orbital interactions.
- 8 August 2019
- Published by Wiley in Chemistry – A European Journal
- Vol. 25 (56) , 13017-13024
A Multi‐crosslinking Nanocapsule‐Based Serial‐Stimuli‐Responsive Leakage‐Free Drug‐Delivery System In Vitro
As some stimuli utilized in conventional drug delivery systems can also be found in normal cells, it is inevitable that encapsulated drugs escape from carriers into normal cells. Based on mutual interactions among proteins, polyphenol compounds, and metal ions, we developed a serial‐stimuli‐responsive drug delivery system. With multi‐crosslinking structure, nanocapsules can maintain the integrity of the framework, even with a certain amount of stimuli present, and eventually reach tumor cells to initiate apoptosis, and protect normal cells from being damaged. Meanwhile, the fluorescence of DOX will be quenched when encapsulated in nanocapsules. This property means that the DOX that is released from nanocapsules can be monitored in real‐time based on the recovery of fluorescence. These versatile nanocapsules exhibit great potentials to treat cancer.
- 8 August 2019
- Published by Wiley in Chemistry – A European Journal
- Vol. 25 (56) , 13017-13024
A Multi‐crosslinking Nanocapsule‐Based Serial‐Stimuli‐Responsive Leakage‐Free Drug‐Delivery System In Vitro
As some stimuli utilized in conventional drug delivery systems can also be found in normal cells, it is inevitable that encapsulated drugs escape from carriers into normal cells. Based on mutual interactions among proteins, polyphenol compounds, and metal ions, we developed a serial‐stimuli‐responsive drug delivery system. With multi‐crosslinking structure, nanocapsules can maintain the integrity of the framework, even with a certain amount of stimuli present, and eventually reach tumor cells to initiate apoptosis, and protect normal cells from being damaged. Meanwhile, the fluorescence of DOX will be quenched when encapsulated in nanocapsules. This property means that the DOX that is released from nanocapsules can be monitored in real‐time based on the recovery of fluorescence. These versatile nanocapsules exhibit great potentials to treat cancer.