Literature DB >> 31909098

Kinetic data analysis of chaperone-like activity of Wt, R69C and D109H αB-crystallins.

Maryam Ghahramani1, Reza Yousefi1, Alexey Krivandin2, Konstantin Muranov2, Boris Kurganov3, Ali Akbar Moosavi-Movahedi4.   

Abstract

The α-Crystallin (α-Cry) functions as a molecular chaperone, preventing the formation of stress-induced protein aggregation which is important for maintenance of lens transparency. The kinetic data of Wt, R69C and D109H αB-Crys chaperone-like activity were obtained by UV-Vis spectroscopy in both thermal- and chemical-induced aggregation methods. The data were analyzed using physical parameters describing the aggregation process including t* (the characteristic of the stage of nucleation), and t 0.5 (the characteristic of the stage of aggregate growth) and I lim (the limiting value of the light scattering intensity). Parameter t* is duration of the lag phase and the lower t* value is associated with the higher rate of the nucleation stage. Also, the lower values of t 0.5 indicated the higher rate of aggregate growth stage. The change in parameter I lim in the presence of chaperones can be connected with the change in the size of protein aggregates. These data are related to the research article entitled "Structural and functional characterization of D109H and R69C mutant versions of human αB-crystallin: the biochemical pathomechanism underlying cataract and myopathy development" [1].
© 2019 The Authors.

Entities:  

Keywords:  Aggregation; Chaperone-like activity; Human αB-crystallin; Kinetic data; Light scattering

Year:  2019        PMID: 31909098      PMCID: PMC6939022          DOI: 10.1016/j.dib.2019.104922

Source DB:  PubMed          Journal:  Data Brief        ISSN: 2352-3409


Specifications Table The data provide a further mechanistic insight into anti-aggregation ability of human αB-Cry and its mutant forms (R69C and D109H). The data might be used for modulating chaperone activity of the mutant proteins using chemical chaperones. These data also show the effect of each chaperone on the important parameters shaping chaperoning activity. These data clearly display the client protein-specific chaperone activity of the mutant proteins.

Data

Kinetic data analysis of chaperone-like activity of different αB-Crys

The aggregation process, obeying the mechanism of nucleation-dependent aggregation, involves the stage of nucleation and the stage of aggregate growth. When studying the aggregation kinetics by registration of increment of the light scattering intensity, the following equation is often applicable for description of the dependence of the light scattering intensity on time [[2], [3], [4]]:where kI is the rate constant of the first order, I, I0 and Ilim are the current, initial (at t = 0) and limiting (at t → ∞) values of the light scattering intensity and t* is a point in time corresponding to crossing of the theoretical curve, which calculated with this equation, with the horizontal line I = 0 calculated with this equation. Parameter t* is duration of the lag phase and may be considered as a characteristic of the rate of the nucleation stage. The lower the t* value, the higher is the rate of the nucleation stage. Eq. (1) can be transformed as follows:(t0.5 = ln2/kI) The physical sense of parameter t0.5 is the following. At t = (t* + t0.5) the value of I is equal to Ilim/2. Parameter t0.5 may be considered as a characteristic of the rate of the stage of aggregate growth. The lower the t0.5 value, the higher is the rate of the stage of aggregate growth. The change in parameter Ilim in the presence of chaperones can be connected with the change in the size of protein aggregates. The diminishing of the Ilim value in the presence of chaperones can be due to the decrease in the size of protein aggregates.

Aggregation of insulin in the presence of 20 mM DTT (42 °C)

Fig. 1A shows the kinetics of DTT-induced aggregation of insulin at 42 °C. The initial kinetic data are represented in Table S1 in supplementary materials [1]. As can be seen from this Figure, at rather high values of time the light scattering intensity increases linearly with increasing time. Taking into account this peculiarity of the shape of the kinetic curve, the following equation can be proposed for description of the dependence of the light scattering intensity on time:where B is constant. This equation was used to describe the kinetic curves of insulin aggregation in the absence of any additives (Fig. 1A, B = 0.00834 ± 0.00006 min−1) and in the presence of Wt αB-Cry (Fig. 1B; B = 0.00220 ± 0.00002 min−1) and in the presence of R69C mutant form of αB-Cry (Fig. 1C; B = 0.00252 ± 0.00004 min−1). When studying the effect of D109H mutant form of αB-Cry on insulin aggregation, Eq. (2) was used for description of the kinetic curve (B = 0). Parameters Ilim, t* and t0.5 for insulin aggregation calculated using theoretical equations (2), (3) are given in Table 1.
Fig. 1

Aggregation of insulin (0.3 mg mL) in the presence of 20 mM DTT at 42 °C. (A) The dependence of the light scattering intensity (I) on time (t) for aggregation of insulin in the absence of any additives. Points are experimental data. Solid curve was calculated from Eq. (3) at the following values of parameters: Ilim = 0.447, t* = 1.25 min, t0.5 = 1.76 min and B = 0.00834 min−1. Dotted curve was calculated from Eq. (2) at the following values of parameters: Ilim = 0.447, t* = 1.25 min and t0.5 = 1.76 min. (B) The dependence of I on t for aggregation of insulin in the presence of Wt αB-Cry (0.08 mg mL−1). Solid curve was calculated from Eq. (3) at the following values of parameters: Ilim = 0.037, t* = 0.84 min, t0.5 = 1.26 min and B = 0.00220 min−1. Dotted curve was calculated from Eq. (2) at the following values of parameters: Ilim = 0.037, t* = 0.84 min and t0.5 = 1.26 min. (C) The dependence of I on t for aggregation of insulin in the presence of R69C mutant form of αB-Cry (0.08 mg mL−1). Solid curve was calculated from Eq. (3) at the following values of parameters: Ilim = 0.095, t* = 1.33 min, t0.5 = 1.42 min and B = 0.00252 min−1. Dotted curve was calculated from Eq. (2) at the following values of parameters: Ilim = 0.095, t* = 1.33 min and t0.5 = 1.42 min. (D) The dependence of I on t for aggregation of insulin in the presence of D109H mutant form of αB-Cry (0.08 mg mL−1). Solid curve was calculated from Eq. (2) at the following values of parameters: Ilim = 0.289, t* = 1.28 min, t0.5 = 7.87 min.

Table 1

Analyzed parameters for kinetic data on different client-protein aggregation.

AdditivesIlimt*, mint0.5, minmR2
DTT-induced aggregation of insulin at 42 °C
 No additives0.447 ± 0.0011.25 ± 0.011.76 ± 0.0210.9994
 αB-crystallin Wt0.037 ± 0.0010.84 ± 0.041.26 ± 0.0510.9976
 αB-crystallin R69C0.095 ± 0.0011.33 ± 0.041.42 ± 0.0510.9953
 αB-crystallin D109H0.289 ± 0.0011.28 ± 0.047.87 ± 0.0910.9985
Aggregation of catalase at 60 °C
 No additives1.06 ± 0.022.55 ± 0.023.42 ± 0.133.16 ± 0.110.9989
 αB-crystallin Wt0.110 ± 0.0011.83 ± 0.023.65 ± 0.051.93 ± 0.060.9989
 αB-crystallin R69C0.0384 ± 0.00051.65 ± 0.021.67 ± 0.042.08 ± 0.100.9898
 αB-crystallin D109H0.600 ± 0.0012.62 ± 0.013.04 ± 0.011.10 ± 0.010.9998
DTT-induced aggregation of lysozyme at 42 °C
 No additives1.220 ± 0.0078.34 ± 0.077.90 ± 0.071.18 ± 0.030.9991
 αB-crystallin Wt0.745 ± 0.00327.7 ± 0.26.69 ± 0.150.69 ± 0.030.9978
 αB-crystallin R69C0.848 ± 0.00118.0 ± 0.111.4 ± 0.10.55 ± 0.010.9997
 αB-crystallin D109H1.020 ± 0.00722.2 ± 0.18.22 ± 0.061.02 ± 0.030.9996
Aggregation of γ-crystallin at 60 °C
 No additives1.138 ± 0.0029.5 ± 0.18.0 ± 0.10.75 ± 0.020.9987
 αB-crystallin Wt0.717 ± 0.00220.8 ± 0.18.1 ± 0.10.69 ± 0.020.9988
 αB-crystallin R69C0.811 ± 0.00121.0 ± 0.14.2 ± 0.10.85 ± 0.020.9978
 αB-crystallin D109H0.788 ± 0.00215.8 ± 0.14.6 ± 0.11.03 ± 0.030.9976
Aggregation of insulin (0.3 mg mL) in the presence of 20 mM DTT at 42 °C. (A) The dependence of the light scattering intensity (I) on time (t) for aggregation of insulin in the absence of any additives. Points are experimental data. Solid curve was calculated from Eq. (3) at the following values of parameters: Ilim = 0.447, t* = 1.25 min, t0.5 = 1.76 min and B = 0.00834 min−1. Dotted curve was calculated from Eq. (2) at the following values of parameters: Ilim = 0.447, t* = 1.25 min and t0.5 = 1.76 min. (B) The dependence of I on t for aggregation of insulin in the presence of Wt αB-Cry (0.08 mg mL−1). Solid curve was calculated from Eq. (3) at the following values of parameters: Ilim = 0.037, t* = 0.84 min, t0.5 = 1.26 min and B = 0.00220 min−1. Dotted curve was calculated from Eq. (2) at the following values of parameters: Ilim = 0.037, t* = 0.84 min and t0.5 = 1.26 min. (C) The dependence of I on t for aggregation of insulin in the presence of R69C mutant form of αB-Cry (0.08 mg mL−1). Solid curve was calculated from Eq. (3) at the following values of parameters: Ilim = 0.095, t* = 1.33 min, t0.5 = 1.42 min and B = 0.00252 min−1. Dotted curve was calculated from Eq. (2) at the following values of parameters: Ilim = 0.095, t* = 1.33 min and t0.5 = 1.42 min. (D) The dependence of I on t for aggregation of insulin in the presence of D109H mutant form of αB-Cry (0.08 mg mL−1). Solid curve was calculated from Eq. (2) at the following values of parameters: Ilim = 0.289, t* = 1.28 min, t0.5 = 7.87 min. Analyzed parameters for kinetic data on different client-protein aggregation.

Aggregation of catalase at 60 °C

Fig. 2A shows the kinetics of aggregation of catalase at 60 °C. The initial kinetic data are represented in Table S2 in supplementary materials. To analyze the shape of the kinetic curve, we have constructed the dependence of derivative dI/dt on I (Fig. 2B). The dependence of dI/dt on I can be described by equation [3]:where D is constant. Parameter m was found to be equal to 3.4 ± 0.2.
Fig. 2

Aggregation of catalase (0.3 mg mL) at 60 °C. (A) The dependence of the light scattering intensity (I) on time (t). (B) The dependence of derivative dI/dt on the light scattering intensity. Points are experimental data. Solid curve was calculated from Eq. (4) at the following values of parameters: D = 0.50 min−1, Ilim = 1.06 and m = 3.4.

Aggregation of catalase (0.3 mg mL) at 60 °C. (A) The dependence of the light scattering intensity (I) on time (t). (B) The dependence of derivative dI/dt on the light scattering intensity. Points are experimental data. Solid curve was calculated from Eq. (4) at the following values of parameters: D = 0.50 min−1, Ilim = 1.06 and m = 3.4. Integration of Eq. (4) gives the following expression: It should be noted, if m = 1, the dependence of the light scattering intensity on time follows Eq. (2). Fig. 3 shows the kinetics of aggregation of catalase in the presence of Wt, R69C and D109H αB-Crys. Parameters Ilim, t*, t0.5 and m calculated for the kinetic curves using Eq. (5) are given in Table 1.
Fig. 3

Effect of αB-Cry and mutant forms of αB-Cry on aggregation of catalase (0.3 mg mL) at 60 °C. (A) The dependence of the light scattering intensity (I) on time (t) for aggregation of catalase in the absence of any additives. Points are experimental data. Solid curve was calculated from Eq. (5) at the following values of parameters: Ilim = 1.06, t* = 2.55 min, t0.5 = 3.42 min and m = 3.2. (B) The dependence of I on t for aggregation of catalase in the presence of Wt αB-Cry (0.08 mg mL−1). Solid curve was calculated from Eq. (5) at the following values of parameters: Ilim = 0.110, t* = 1.83 min, t0.5 = 3.65 min and m = 1.93. (C) The dependence of I on t for aggregation of catalase in the presence of R69C mutant form of αB-Cry (0.08 mg mL−1). Solid curve was calculated from Eq. (5) at the following values of parameters: Ilim = 0.0414, t* = 1.53 min, t0.5 = 1.54 min and m = 2.1. (D) The dependence of I on t for aggregation of catalase in the presence of D109H mutant form of αB-Cry (0.08 mg mL−1). Solid curve was calculated from Eq. (5) at the following values of parameters: Ilim = 0.600, t* = 2.62 min, t0.5 = 3.04 min and m = 1.10.

Effect of αB-Cry and mutant forms of αB-Cry on aggregation of catalase (0.3 mg mL) at 60 °C. (A) The dependence of the light scattering intensity (I) on time (t) for aggregation of catalase in the absence of any additives. Points are experimental data. Solid curve was calculated from Eq. (5) at the following values of parameters: Ilim = 1.06, t* = 2.55 min, t0.5 = 3.42 min and m = 3.2. (B) The dependence of I on t for aggregation of catalase in the presence of Wt αB-Cry (0.08 mg mL−1). Solid curve was calculated from Eq. (5) at the following values of parameters: Ilim = 0.110, t* = 1.83 min, t0.5 = 3.65 min and m = 1.93. (C) The dependence of I on t for aggregation of catalase in the presence of R69C mutant form of αB-Cry (0.08 mg mL−1). Solid curve was calculated from Eq. (5) at the following values of parameters: Ilim = 0.0414, t* = 1.53 min, t0.5 = 1.54 min and m = 2.1. (D) The dependence of I on t for aggregation of catalase in the presence of D109H mutant form of αB-Cry (0.08 mg mL−1). Solid curve was calculated from Eq. (5) at the following values of parameters: Ilim = 0.600, t* = 2.62 min, t0.5 = 3.04 min and m = 1.10.

Aggregation of lysozyme in the presence of 20 mM DTT (42 °C)

Kinetics of DTT-induced aggregation of lysozyme at 42 °C in the absence and in the presence of Wt, R69C and D109H αB-Crys (Fig. 4) was analyzed using Eq. (5). The initial kinetic data are represented in Table S3 in supplementary materials. Parameters Ilim, t*, t0.5 and m for lysozyme aggregation are given in Table 1.
Fig. 4

Aggregation of lysozyme (0.2 mg mL) in the presence of 20 mM DTT at 42 °C. (A) The dependence of the light scattering intensity (I) on time (t) for aggregation of lysozyme in the absence of any additives. Points are experimental data. Solid curve was calculated from Eq. (5) at the following values of parameters: Ilim = 1.220, t* = 8.34 min, t0.5 = 7.90 min and m = 1.18. (B) The dependence of I on t for aggregation of lysozyme in the presence of Wt αB-Cry (0.08 mg mL−1). Solid curve was calculated from Eq. (5) at the following values of parameters: Ilim = 0.745, t* = 27.7 min, t0.5 = 6.69 min and m = 0.69. (C) The dependence of I on t for aggregation of lysozyme in the presence of R69C mutant form of αB-Cry (0.08 mg mL−1). Solid curve was calculated from Eq. (5) at the following values of parameters: Ilim = 0.848, t* = 18.0 min, t0.5 = 11.4 min and m = 0.55. (D) The dependence of I on t for aggregation of lysozyme in the presence of D109H mutant form of αB-Cry (0.08 mg mL−1). Solid curve was calculated from Eq. (2) at the following values of parameters: Ilim = 1.020, t* = 22.2 min, t0.5 = 8.22 min and m = 1.02.

Aggregation of lysozyme (0.2 mg mL) in the presence of 20 mM DTT at 42 °C. (A) The dependence of the light scattering intensity (I) on time (t) for aggregation of lysozyme in the absence of any additives. Points are experimental data. Solid curve was calculated from Eq. (5) at the following values of parameters: Ilim = 1.220, t* = 8.34 min, t0.5 = 7.90 min and m = 1.18. (B) The dependence of I on t for aggregation of lysozyme in the presence of Wt αB-Cry (0.08 mg mL−1). Solid curve was calculated from Eq. (5) at the following values of parameters: Ilim = 0.745, t* = 27.7 min, t0.5 = 6.69 min and m = 0.69. (C) The dependence of I on t for aggregation of lysozyme in the presence of R69C mutant form of αB-Cry (0.08 mg mL−1). Solid curve was calculated from Eq. (5) at the following values of parameters: Ilim = 0.848, t* = 18.0 min, t0.5 = 11.4 min and m = 0.55. (D) The dependence of I on t for aggregation of lysozyme in the presence of D109H mutant form of αB-Cry (0.08 mg mL−1). Solid curve was calculated from Eq. (2) at the following values of parameters: Ilim = 1.020, t* = 22.2 min, t0.5 = 8.22 min and m = 1.02.

Aggregation of γ-crystallin at 60 °C

Fig. 5 shows the kinetics of aggregation of γ-crystallin (γ-Cry) at 60 °C in the absence and in the presence of Wt, R69C and D109H αB-Crys. The initial kinetic data are represented in Table S4 in supplementary materials. Parameters Ilim, t*, t0.5 and m for lysozyme aggregation calculated using Eq. (5) are given in Table 1.
Fig. 5

Aggregation of γ-Cry (0.16 mg mL) at 60 °C. (A) The dependence of the light scattering intensity (I) on time (t) for aggregation of γ-Cry in the absence of any additives. Points are experimental data. Solid curve was calculated from Eq. (5) at the following values of parameters: Ilim = 1.138, t* = 9.5 min, t0.5 = 8.0 min and m = 0.75. (B) The dependence of I on t for aggregation of γ-Cry in the presence of Wt αB-Cry (0.08 mg mL−1). Solid curve was calculated from Eq. (5) at the following values of parameters: Ilim = 0.717, t* = 20.8 min, t0.5 = 8.1 min and m = 0.69. (C) The dependence of I on t for aggregation of γ-Cry in the presence of R69C mutant form of αB-Cry (0.08 mg mL−1). Solid curve was calculated from Eq. (5) at the following values of parameters: Ilim = 0.811, t* = 21.0 min, t0.5 = 4.2 min and m = 0.85. (D) The dependence of I on t for aggregation of γ-Cry in the presence of D109H mutant form of αB-Cry (0.08 mg mL−1). Solid curve was calculated from Eq. (2) at the following values of parameters: Ilim = 0.788, t* = 15.8 min, t0.5 = 4.6 min and m = 1.03.

Aggregation of γ-Cry (0.16 mg mL) at 60 °C. (A) The dependence of the light scattering intensity (I) on time (t) for aggregation of γ-Cry in the absence of any additives. Points are experimental data. Solid curve was calculated from Eq. (5) at the following values of parameters: Ilim = 1.138, t* = 9.5 min, t0.5 = 8.0 min and m = 0.75. (B) The dependence of I on t for aggregation of γ-Cry in the presence of Wt αB-Cry (0.08 mg mL−1). Solid curve was calculated from Eq. (5) at the following values of parameters: Ilim = 0.717, t* = 20.8 min, t0.5 = 8.1 min and m = 0.69. (C) The dependence of I on t for aggregation of γ-Cry in the presence of R69C mutant form of αB-Cry (0.08 mg mL−1). Solid curve was calculated from Eq. (5) at the following values of parameters: Ilim = 0.811, t* = 21.0 min, t0.5 = 4.2 min and m = 0.85. (D) The dependence of I on t for aggregation of γ-Cry in the presence of D109H mutant form of αB-Cry (0.08 mg mL−1). Solid curve was calculated from Eq. (2) at the following values of parameters: Ilim = 0.788, t* = 15.8 min, t0.5 = 4.6 min and m = 1.03.

Experimental design, materials, and methods

Chaperone-like activity assessment of R69C and D109H mutant αB-Crys

The chaperone-like activity of mutant αB-Crys was measured using different client proteins including insulin, lysozyme, catalase and γ-Cry [5]. Aggregation of bovine pancreatic insulin (0.3 mg mL−1) and chicken egg white lysozyme (0.2 mg mL−1) was induced with dithiothreitol (DTT; 20 mM) in buffer A at 40 °C. The heat-induced aggregation of γ-Cry and bovine liver catalase was performed at 60 °C. The molar ratio of chaperone/γ-Cry was set at 1:2. The aggregation of catalase (0.3 mg mL−1) was induced in the presence of different chaperones. The light scattering of the client proteins was measured while the concentration of the chaperone was fixed at 0.1 mg mL−1. The aggregation of γ-Cry was obtained in the presence of 0.08 mg mL−1 of Wt and mutant αB-Cry chaperones. The aggregation progress of the client proteins was monitored by measuring light scattering at 360 nm as a function of time, using a T90+ UV–Vis spectrophotometer (PG Instrument Ltd., UK) equipped with a Peltier temperature controller. Moreover, all of the measurements were done in the absence of shaking/stirring condition. Origin Pro 8.0 SR0 software was used for the calculations. To characterize the degree of agreement between experimental data and calculated values, we used the coefficient of determination R2 (see Ref. [6]).

Funding

This work was supported by INSF (grant number 96008461), NIMAD (grant number 964854) and RSF (grant number 16-14-10055 to B.I.K.).

Specifications Table

SubjectBiochemistry
Specific subject areaαB-crystallin, Chaperone-like activity, Aggregation
Type of dataGraphs and tables of kinetic data analyses
How data were acquiredProtein aggregation assessment by monitoring light scattering at 360 nm as a function of time, using a T90+ UV–Vis spectrophotometer (PG Instrument Ltd., UK) equipped with a Peltier temperature controller.
Data formatRaw and analyzed
Parameters for data collectionChaperone-like activity of Wt, R69C and D109H αB-Crys was evaluated with different client proteins including: insulin, lysozyme, catalase and γ-Cry, in both thermal- and chemical-induced aggregation methods.
Description of data collectionAggregation of different client proteins in the absence and presence of chaperones was assessed by monitoring light scattering at 360 nm as a function of time, using UV–Vis spectroscopy.
Data source locationShiraz University, Shiraz, Iran
Data accessibilityWith the article
Related research articleM. Ghahramani, R. Yousefi, A. Krivandin, K. Muranov, B. Kurganov, A.A. Moosavi-Movahedi, Structural and functional characterization of D109H and R69C mutant versions of human αB-crystallin: the biochemical pathomechanism underlying cataract and myopathy development, Int. J. Biol. Macromol. S0141-8130 (2019) 34809-3. doi: 10.1016/j.ijbiomac.2019.09.239.
Value of the Data

The data provide a further mechanistic insight into anti-aggregation ability of human αB-Cry and its mutant forms (R69C and D109H).

The data might be used for modulating chaperone activity of the mutant proteins using chemical chaperones.

These data also show the effect of each chaperone on the important parameters shaping chaperoning activity.

These data clearly display the client protein-specific chaperone activity of the mutant proteins.

  5 in total

Review 1.  Kinetics of protein aggregation. Quantitative estimation of the chaperone-like activity in test-systems based on suppression of protein aggregation.

Authors:  B I Kurganov
Journal:  Biochemistry (Mosc)       Date:  2002-04       Impact factor: 2.487

2.  Kinetics of heat- and acidification-induced aggregation of firefly luciferase.

Authors:  Keyang Wang; Boris I Kurganov
Journal:  Biophys Chem       Date:  2003-11-01       Impact factor: 2.352

Review 3.  Quantification of anti-aggregation activity of chaperones.

Authors:  Boris I Kurganov
Journal:  Int J Biol Macromol       Date:  2016-07-22       Impact factor: 6.953

4.  The impact of different mutations at Arg54 on structure, chaperone-like activity and oligomerization state of human αA-crystallin: The pathomechanism underlying congenital cataract-causing mutations R54L, R54P and R54C.

Authors:  Kazem Khoshaman; Reza Yousefi; Ali Mohammad Tamaddon; Samira Sadat Abolmaali; Ahmad Oryan; Ali Akbar Moosavi-Movahedi; Boris I Kurganov
Journal:  Biochim Biophys Acta Proteins Proteom       Date:  2017-02-04       Impact factor: 3.036

5.  Structural and functional characterization of D109H and R69C mutant versions of human αB-crystallin: The biochemical pathomechanism underlying cataract and myopathy development.

Authors:  Maryam Ghahramani; Reza Yousefi; Alexey Krivandin; Konstantin Muranov; Boris Kurganov; Ali Akbar Moosavi-Movahedi
Journal:  Int J Biol Macromol       Date:  2019-10-31       Impact factor: 6.953

  5 in total
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1.  Effect of Arginine on Chaperone-Like Activity of HspB6 and Monomeric 14-3-3ζ.

Authors:  Valeriya V Mikhaylova; Tatiana B Eronina; Natalia A Chebotareva; Vladimir V Shubin; Daria I Kalacheva; Boris I Kurganov
Journal:  Int J Mol Sci       Date:  2020-03-16       Impact factor: 5.923

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