Jiaojiao Cao1, Boxuan Lou1, Yue Xu1, Xiaolan Qin1, Haikuan Yuan1, Lijuan Zhang1, Yan Zhang2, Sohrab Rohani3, Jie Lu1. 1. Chemical Engineering Department, Frontier Medical Technologies Institute, Shanghai University of Engineering Science, Shanghai 201620, China. 2. Department of Process Engineering, Memorial University of Newfoundland, St John's NL A1B 3X5, Canada. 3. Department of Chemical and Biochemical Engineering, Western University, London N6A 5B9, Canada.
Abstract
Three chiral nanorods of C14-l-Thea, C14-l-Phe, and C14-d-Phe were first synthesized and utilized as heterogeneous nucleants to enhance the resolution of racemic Asp via direct crystallization. Through the statistical analysis from 320 batches of nucleation experiments, we found that the apparent appearance diversity of two enantiomeric crystals of Asp existed in 80 homogeneous experiments without chiral nanorods. However, in 240 heterogeneous experiments with 4.0 wt % chiral nanorods of solute mass added, the appearance of those nuclei with the same chirality as the nanorods was apparently promoted, and that with the opposite chirality was totally inhibited. Under a supersaturation level of 1.08, the maximum ee of the initial nuclei was as high as 23.51%. When the cooling rate was 0.025 K/min, the ee of the product was up to 76.85% with a yield of 14.41%. Furthermore, the simulation results from quantum mechanics (QM) and molecular dynamics (MD) revealed that the higher chiral recognition ability of C14-l-Thea compared to C14-l-Phe that originated from the interaction difference between C14-l-Thea and Asp enantiomers was larger than that between C14-l-Phe and Asp enantiomers. Moreover, the constructed nanorods exhibited good stability and recyclability.
Three chiral nanorods of C14-l-Thea, C14-l-Phe, and C14-d-Phe were first synthesized and utilized as heterogeneous nucleants to enhance the resolution of racemic Asp via direct crystallization. Through the statistical analysis from 320 batches of nucleation experiments, we found that the apparent appearance diversity of two enantiomeric crystals of Asp existed in 80 homogeneous experiments without chiral nanorods. However, in 240 heterogeneous experiments with 4.0 wt % chiral nanorods of solute mass added, the appearance of those nuclei with the same chirality as the nanorods was apparently promoted, and that with the opposite chirality was totally inhibited. Under a supersaturation level of 1.08, the maximum ee of the initial nuclei was as high as 23.51%. When the cooling rate was 0.025 K/min, the ee of the product was up to 76.85% with a yield of 14.41%. Furthermore, the simulation results from quantum mechanics (QM) and molecular dynamics (MD) revealed that the higher chiral recognition ability of C14-l-Thea compared to C14-l-Phe that originated from the interaction difference between C14-l-Thea and Asp enantiomers was larger than that between C14-l-Phe and Asp enantiomers. Moreover, the constructed nanorods exhibited good stability and recyclability.
Chirality
exists universally with diverse forms at all levels.[1] In an achiral environment, mutual enantiomers
have the same chemical and physical characteristics but often possess
different performances in a chiral environment. Therefore, in many
fields, particularly the pharmaceutical industry, it is critical to
manufacture pure enantiomeric compounds.[2,3] At present,
practical technologies to prepare pure enantiomers include chiral
separation[4] and asymmetric synthesis.[5] Although the asymmetric synthesis is the main
method for the preparation of enantiomers, it generally suffers from
the disadvantage that the product frequently has a lower enantiomeric
excess (ee) and accordingly requires further enrichment.[6,7] For some chiral systems, the preparation of enantiomers through
the separation of racemates has obvious advantages, particularly including
that the multifarious selection of expensive and suitable catalysts
is unnecessary.[8] The emerged chiral separation
techniques involve membrane separation,[9,10] chromatographic
separation,[11] enzymatic kinetic resolution,[12] crystallization,[13,14] liquid–liquid
extraction,[15] etc.Specifically,
crystallization is widely utilized to resolve racemates
as well as to purify enantiomers in a large scale because its operation
is convenient, economical, and widely applicable.[16] Nowadays, the frequently used crystallization resolution
methods include preferential crystallization,[17] diastereomer crystallization,[18] spontaneous
crystallization,[19] and that using tailor-made
additives[20] or nucleants.[21] Among them, the diastereomeric approach is the most verbose
to produce optically pure enantiomers by means of sequential steps.
On the contrary, direct crystallization for racemates promoted by
crystal seeds, additives, or nucleants has been emerging as a promising
alternative.[22]In a crystallization
process, nucleation is undisputedly the most
key factor, which determines the structure, morphology, and size distribution
of final products. Nucleants often play a significant role in the
enantioselective nucleation through different mechanisms, for example,
selectively adsorbing solute molecules from racemic solutions or melts,
being adsorbed on nuclei and crystals, and inducing heterogeneous
nucleation of specific species.[23] There
is no doubt that suitable nucleants can intensify the direct crystallization
resolution of racemates.[21] To date, nucleants
such as insoluble chiral polymers as well as their composites,[24] self-assembly surfaces, etc. have been developed
to effectively improve enantioselective crystallization.[25−28] In this work, three optically active nanorods of C14-l-theanine (C14-l-Thea), C14-l-phenylalanine (C14-l-Phe), and C14-d-phenylalanine (C14-d-Phe) were first
synthesized by amidation reaction and adequately characterized. Selecting
aspartic acid (Asp) as a model chiral system, solid-state characterization
as well as solubility measurements were then conducted for d-, l-, and dl-Asp crystals. Meanwhile, the metastable
zone widths (MSZWs) as well as the induction periods (tind) of three species were compared in the absence/presence
of three nanorods as nucleants. The heterogeneous nucleation rates
were accordingly obtained by classical heterogeneous nucleation theory
(CHNT). After that, the appearance probabilities of enantiomeric and
racemic nuclei of Asp from racemate solutions were statistically studied
using four supersaturation levels in the absence/presence of chiral
nanorods at a nucleation temperature of 303.15 K. Furthermore, under
different cooling rates with the addition of 4.0 wt % chiral nanorods
of solute mass, the ee values and yields of products from the same
racemate solutions were monitored over time. At the same time, the
chiral recognition mechanism of the synthesized nanorods to d- and l-Asp was analyzed through quantum mechanics (QM)
calculation and molecular dynamics (MD) simulation. Finally, the stability
and reusability of three chiral nanorods as heterogeneous nucleants
were verified. The direct crystallization resolution of dl-Asp by chiral nucleants in this work was schematically illustrated
in Figure .
Figure 1
Flowchart of
direct crystallization resolution of dl-Asp
by chiral nucleants.
Flowchart of
direct crystallization resolution of dl-Asp
by chiral nucleants.
Classical
Heterogeneous Nucleation Theory (CHNT)
Based on CHNT, the
heterogeneous nucleation rate (Jhet) in
the presence of foreign particles is expressed
by[29]where B refers to kinetic
constant; T is in Kelvin; κ is Boltzmann constant;
and ΔGhetcrit means the free energy change during the
critical nuclei formation in heterogeneous solutions which can be
calculated by[30,31]Here, ϕ stands for the coefficient,
and ΔGhomcrit means the free energy change during the
critical nuclei formation in clear solutions. They are acquired bywhere θ
refers to the contact angle
of solution on the foreign particles; S is the supersaturation
level in practice represented by the ratio of molar fraction concentration
(x) to the solubility (x*) at nucleating
temperature; and γhom refers to the solution–nucleus
interfacial energy which can be calculated by[32]Here, Vs is the
molecular volume, and l is the slope of ln(tind) ∼ 1/ln2S.In practice, in the presence of foreign particles, the effective
interfacial energy (γhet) can be derived from γhom for a pure homogeneous process as[31]Furthermore, the radius of critical
nuclei
(rhetcrit) as well as the number of molecules in them (nhetcrit) are
calculated by[33,34]The Jhet can be
finally expressed as[29,35]Here, m refers to
the molecular
mass of solute; meanwhile, ρ stands for the number of solute
molecules in one volume of nucleating solution.
Experimental
Section
Materials
d-Aspartic acid
(d-Asp, with ee ≥ 99.5%), l-aspartic acid
(l-Asp, with ee ≥ 99.5%), dl-aspartic acid
(dl-Asp), d-phenylalanine (d-Phe, with
ee ≥ 99.5%), l-phenylalanine (l-Phe, with
ee ≥ 99.5%), l-theanine acid (l-Thea, with
ee ≥ 99.5%), petroleum ether, myristoyl chloride (C14H27ClO), acetone, dimethyl sulfoxide (DMSO), NaOH, and
HCl were purchased from Adamas-Beta (Shanghai, China). The ee of the
received enantiomers and racemate was double checked by HPLC with
chiral columns.
Preparation of Nanorods
Amounts of
4.37 g of l-Thea and 1.00 g of solid-state NaOH were first
added into a mixture containing 60 mL of ice water and 40 mL of acetone.
Subsequently, excessive myristoyl chloride (7.40 g) was dropped into
the mixture at 273.15 K over 1 h under stirring. The stirring was
further continued for 2 h after dropping was finished. At the same
time, the pH value of the reaction system was kept above 12.0 by the
NaOH aqueous solution (1.0 M). The mixture was then acidified to pH
= 1.0 with concentrated HCl to precipitate crystalline C14-l-Thea. Finally, the crude crystals were washed using water
and petroleum ether, respectively, and dried in a vacuum. C14-l-Phe and C14-d-Phe were also synthesized
using the same method.[36]
Characterization of Nanorods
1H NMR spectroscopy
was performed on an AS600 spectrometer
(Q. One Instruments, Wuhan, China) at room temperature. Reported free-induction
decay signals were the average of 32 scans. The recycle delay between
scans was set as 10 s.[37] IR was carried
out using a 650 spectrometer (Gangdong, Tianjin, China). The scanning
wavenumber ranged from 500 to 4000 cm–1.[38] PXRD was operated on a TD-3700 diffractometer
with Cu Kα radiation (Tongda Instruments, Dandong, China). The
step length from 3 to 80° was 0.05°, and the time per step
was 5 s.[39] The thermal analyses by DSC
and TGA were conducted on an HSC-4 differential scanning calorimeter
(Henjiu Experimental Equipment, Bejing, China) and a WRT-12 thermogravimetric
analyzer (Beiguang Hongyuan Instruments, Beijing, China), respectively.
The heating rate was 5.0 K per minute.[38] DLS was employed for the measurement of particle size distribution
using a Zen 3690 nanosizer with an APD detector (Malvern Panalytical,
Malvern, UK). A 4 mW helium–neon gas laser was used as the
light source (633 nm). The scattering angle range was set from 30
to 90°.[40] The morphologies of the
synthesized nanorods were viewed using a Gemini 300 SEM system (Zeiss,
Oberkochen, Germany). Before being observed, the samples were coated
by gold in advance.[41] The optical rotations
of nanorods were measured on an SGW 532 polarimeter (Wuguang Instruments,
Shanghai, China) at 589 nm with an accuracy of ±0.001°.
The nanorods were dissolved in DMSO before measurements.[42] The contact angles on nanorods of l-, d-, and dl-Asp saturated aqueous solutions at
298.15 K were measured using an SDC-200S contact angle goniometer
(Sindin, Dongguan, China) with the measuring angle range and the accuracy
of 0 to 180° and ±0.1°, respectively. During measurements,
the droplet volume was 1.0 μL, and the temperature was 296.15
K.[43]
Characterization
of Crystalline Enantiomers
and Racemates
The solid-state characterization of three species
of Asp was carried out by use of IR and PXRD, respectively. The details
were described as above.
Molar Fraction Solubility
Measurements
The solubilities of three species of Asp in
water from 288.15 to
323.15 K were determined, referring to ref (39). Each solubility measurement was performed using
50 mL of double-jacketed crystallizers. First, excessive solid solutes
were transferred into the crystallizers, in which 30 mL of water was
preadded. The suspensions were at desired temperatures and regulated
by an HH-S11.6 water bath (Jingda, Changzhou, China) with magnetic
stirring for 48 h to attain liquid–solid equilibrium. After
that, the suspensions stood for 24 h without stirring. Amounts of
3.0 mL of supernatants were then collected and filtered, and 1.0 mL
of filtrate was moved into vials preweighed by an AUW 120D balance
(Shimadzu, Shanghai, China) with an accuracy of ±10 μg.
At last, the filtrates as well as the vials were weighed and dried
in an DHG-9145A oven (Huitai, Shanghai, China) at a vacuum atmosphere
and 318.15 K until the mass stayed unchanged. All measurements were
duplicated five times, and the reported solubilities were the average
values. To check whether the crystalline forms changed or not during
the solubility measurement process, PXRD was utilized to analyze the
remaining solids.
Metastable Zone Width Measurement
(MSZW)
The MSZWs of three species of Asp in water with or
without 4.0
wt % of nanorods to solute were measured using a laser method. A series
of saturated solutions were first made up to 30 mL at various temperatures
under a stirring of 200 rpm. Then they were cooled using an F25-ME
circulator (Julabo, Seelbach, Germany) at 0.20 K/min. Finally the
temperatures were recorded as the intensity of the transmitted laser
decreased steeply. Each measurement was duplicated four times, and
thus the reported MSZWs were their averages.
Induction
Period Measurement
For
the purpose of further investigating the influence of newly constructed
nanorods upon the nucleation of enantiomeric and racemic crystals,
the tind values in water with or without
4.0 wt % of nanorods to solute were measured using the above-mentioned
laser method at 303.15 K and seven supersaturation levels. First,
20 mL of saturated solutions of three species were prepared at seven
temperatures in the presence and absence of 4.0 wt % of nanorods to
solute. Second, the solutions were rapidly moved to 30 mL of crystallizers
of which the temperature was kept at 303.15 K accompanied by the start
of stirring of 200 rpm. The moment the stirring was started, the time
should be recorded as 0. The time was recorded again as the intensity
of the transmitted laser decreased steeply. Each measurement was duplicated
four times, and thus the reported tind values were their averages.
Statistical
Analysis of Nucleation Experiments
In our previous work,
the competitive nucleation mechanism of the
two enantiomers in racemic solutions was elementarily investigated,
showing that an actual nucleation environment might allow one enantiomer
to nucleate preferentially, and the breakage of chiral symmetry was
more pronounced when supersaturation was low.[44] For further verification, 320 batches of nucleation experiments
were conducted using dl-Asp aqueous solution with or without
4.0 wt % of nanorods to solute at 303.15 K and four supersaturation
levels. As soon as sufficient amounts of nuclei emerged in the solutions,
the suspensions were filtered, immediately followed by the fact that
the ee’s of cakes were measured by using HPLC. Using pure racemic
Asp as the standard sample, the uncertainty of HPLC in the actual
measurement was found to be 0.98%. The appearance probability (P) of different types of nuclei was statistically calculated
bywhere F was the total batches
of isolated experiments, and F* was counted into
the following categories in light of the ee of nuclei: (i) the batch
was counted into the case of l-Asp being nucleated if it
was larger than 0.98%; (ii) the batch was counted into the case of d-Asp being nucleated if it was less than −0.98%; and
(iii) the batch was counted into the case only if dl-Asp
was nucleated if it was equal to −0.98% to 0.98%.
Direct Crystallization Resolution
First, the solutions
with a concentration of 1.29 × 10–2 g of dl-Asp/g of H2O were prepared, filtered,
and moved to 500 mL crystallizers, for which the temperature was preset
at 318.15 K. After being stirred at 200 rpm for 30 min, the solutions
were cooled in the absence and presence of 4.0 wt % of nanorods to
solute at 0.025, 0.050, 0.10, and 0.20 K/min, respectively. During
the cooling process, the suspensions with or without nanorods were
sampled at an interval of 0.5 or 1.0 K; meanwhile, the time as well
as the temperature were recorded. Subsequently, the sample suspensions
were centrifuged, and the cakes were dried in the oven. The dried
solids were dissolved in water, and the mixtures were centrifuged.
The cakes were collected, and the ee values of supernatants were measured
by use of HPLC. After that, the above experiments were repeated again.
Particularly, in the duplicate batches, all suspensions were centrifuged
to collect all solids at the times which were determined in the previous
batches as the moments the solid maximum ee value emerged, and finally
the product yields were calculated by the weight ratio of the precipitated
Asp to the feeding Asp.[45]
Recyclability Examination
After
each crystallization resolution experiment, the solid was collected
by centrifugation and then dissolved in excess water. The obtained
suspension was centrifuged again, and the cake was washed with water
and centrifuged twice. The collected nanorods were dried under vacuum
and stored in a desiccator for the next crystallization resolution.
Meanwhile, the recovered nanorods were recharacterized using the method
described in section .
HPLC Analysis
The ee values of Asp
products from nucleation and crystallization resolution experiments
were measured by a LC-20A HPLC system (Shimadzu, Suzhou, China) combined
by Crownpak CR(+) series columns (Daicel Chiral Technologies, Shanghai,
China) with an uncertainty of 0.98%. An aqueous solution (pH = 1.5)
containing 0.27 wt % of perchloric acid was utilized as the mobile
phase. The temperature of the column was set at 280.15 K. An UV detector
was employed, and it worked at 200 nm.[44]
Simulation Methodology
Quantum
Mechanics Calculation
The
four structures of d-Asp, l-Asp, C14-l-Thea, and C14-l-Phe were geometrically
optimized in water using the Gaussian package at a B3LYP-D3/6-311G**
basis set until self-consistency, and the simulation details and results
were shown in the Supporting Information (Figures S1 and S2).[46]
Molecular Dynamics Simulation
In
order to further reveal the exact chiral recognition mechanism of
chiral nanorods as nucleants, MD simulations were adopted to obtain
the structures of the heterogeneous nucleation systems as well as
the interactions between C14-l-Thea and two Asp
enantiomers. First, eight C14-l-Thea molecules
were randomly put into a cylinder box at a length to diameter ratio
of 10 in light of the SEM image using the PackMol program to obtain
a nanorod model. Then, the model nanorods as well as 100 l-Asp, 100 d-Asp, and 50 000 water molecules were
randomly mixed in an 8 × 8 × 8 nm3 box using
Gromacs (ver. 2016.1).[47−51] The number of l-Asp, d-Asp, and water molecules
was chosen on the basis of the molar solubility of dl-Asp
in water at 318.15 K. Subsequently, the MD simulation was run by energy
minimization to remove false interactions and overlaps under periodic
boundary conditions. An Amber force field was employed because it
could describe small organic compounds made of P, N, O, H, C, as well
as halogen.[52] The water model was described
by TIP3P. The precise atomic charge in all species was obtained by
the Multiwfn program through electrostatic potential fitting. Before
quenching, the system was simulated by NVT for 5 ns to equilibrate
with 318.15 K and 1.00 atm. During the simulation for the equilibrium,
the position of all species except water was restricted. After that,
the nucleation state was established by quenching the system to 303.15
K. The quenching time of NPT was set as 15 ns at a step of 2 fs. The
system was energetically minimized to build a new equilibrium. Finally,
the structure of the nucleating system after new equilibrium was obtained
and visually output by use of VMD 1.9. Meanwhile, the interactions
between the model nanorod, namely, C14-l-Thea,
with l-Asp and d-Asp, respectively, were analyzed
through an average independent gradient model (aIGM) also performed
on the Multiwfn 3.8 package, and the aIGM isosurface diagrams were
displayed by the VMD 1.9. The cutoff distance for such intermolecular
interactions of electrostatic and Lennard-Jones was pregiven as 12
Å. The van der Waals force was rectified by the EnerPres option.
The long-range electrostatic interaction was obtained through summation
using the particle-mesh Ewald (PME) method. The pressure and temperature
were coupled successively by V-rescale and Berendsen algorithms.[53]
Results and Discussion
Characterization of C14-l-Thea, C14-l-Phe, and C14-d-Phe Nanorods
The 1H NMR spectra of three nanorods
are shown in Figure S3 (Supporting Information).
The hydrogen protons in the spectrograms can be paired with those
of the desired products, indicating that the three nanorods have been
successfully synthesized.[37] Meanwhile,
the yields of C14-l-Thea, C14-l-Phe, and C14-d-Phe are 66.51%, 60.50%, and 64.45%,
respectively.The IR spectra of d-Phe, l-Phe, l-Thea, C14-d-Phe, C14-l-Phe, and C14-l-Thea and myristoyl chloride are
presented in Figure , respectively. In Figure a, the peak around 720 cm–1 intimately connected
with Cl–C stretching in the acyl halide group of myristoyl
chloride is not found in the spectrum of C14-l-Thea, which confirms that Cl has been replaced or removed during
the reaction between myristoyl chloride and l-Thea. Besides,
the peak around 3329 cm–1 that was intimately connected
with H–N stretching in the amino group of l-Thea bathochromically
shifts to ca. 3309 cm–1 in the spectrum of C14-l-Thea, implying C14-l-Thea
has been synthesized. As shown in Figure b, the peaks around 3451 cm–1 as well as 1645 cm–1 intimately connected with
H–N and C=O stretching, respectively, in the amide group
arise in the spectrum of C14-l-Phe, and the peak
around 720 cm–1 intimately connected with Cl–C
stretching in the acyl halide group of myristoyl chloride is not found
in the spectrum of C14-l-Phe, which strongly proves
that the C14-l-Phe has been successfully prepared.
Similarly, as shown in Figure c, C14-d-Phe has been synthesized successfully,
which has an identical IR spectrum to that of C14-l-Phe.[54]
Figure 2
Infrared spectra of l-Thea, myristoyl
chloride, and C14-l-Thea (a), l-Phe,
myristoyl chloride,
and C14-l-Phe (b), and d-Phe, myristoyl
chloride, and C14-d-Phe (c).
Infrared spectra of l-Thea, myristoyl
chloride, and C14-l-Thea (a), l-Phe,
myristoyl chloride,
and C14-l-Phe (b), and d-Phe, myristoyl
chloride, and C14-d-Phe (c).The PXRD diffractograms of three nanorods from 10° to 35°
(2θ) are illustrated in Figure . The nanorod of C14-l-Thea possesses
such characteristic peaks at ca. 8.6°, 23.7°, 25.2°,
etc. The nanorods of C14-d-Phe and C14-l-Phe have identical diffractograms with characteristic
peaks at ca. 7.4°, 21.6°, 22.2°, 24.2°, etc. All
synthesized nanorods possess a complete crystal structure. Besides,
the thermal analyses of nanorods show that the melting points of C14-l-Thea, C14-d-Phe, and C14-l-Phe are 390.41, 340.13, and 338.75 K, respectively
(Figure S4, Supporting Information).
Figure 3
PXRD patterns
of nanorods.
PXRD patterns
of nanorods.The SEM images of C14-l-Thea, C14-d-Phe, and C14-l-Phe nanorods in Figure S5 (Supporting
Information) show that
they are rod-like, and their size distribution curves are illustrated
in Figure . Each nanorod
with a certain aspect ratio exhibits two peaks with average hydrodynamic
diameters of 252.46–294.66 nm and 2.36–2.89 μm,
respectively. The former and latter peaks might be associated with
the diameter and length of the nanorods, respectively, as their agglomeration
can be ignored. Meanwhile, the polydispersity indexes (PDIs) derived
from two peaks of three nanorods are 0.10–0.13 and 0.02–0.04,
respectively, implying that the three as-prepared nanorods possess
uniform sizes.[40]
Figure 4
Size distribution curves
of C14-l-Thea, C14-l-Phe,
and C14-d-Phe.
Size distribution curves
of C14-l-Thea, C14-l-Phe,
and C14-d-Phe.The specific optical rotations of C14-l-Thea,
C14-d-Phe, and C14-l-Phe nanorods
in DMSO at 293.15 K are listed in Table . The concentration of the solution used
to calculate the specific rotation is 4 mg/mL. The average specific
optical rotations of the three nanorods are −2.65, −18.13,
and 18.40, respectively.[42]
Table 1
Specific Optical Rotation Values of
Nanorods in DMSO at 293.15 K
[α]D20
nanorods
1
2
3
4
5
6
average
Ra
C14-l-Thea
–2.64
–2.64
–2.64
–2.64
–2.67
–2.67
–2.65
0.015
C14-l-Phe
–18.79
–18.66
–18.39
–17.97
–17.66
–17.28
–18.13
0.594
C14-d-Phe
18.50
18.50
18.20
18.50
18.50
18.20
18.40
0.154
R is the standard
deviation.
R is the standard
deviation.The contact angles
of l-, d-, and dl-Asp saturated aqueous
solutions at 298.15 K on the nanorods are
listed in Table ,
which are acquired from the snapshots supplemented in the Supporting
Information as Figure S6. All three nanorods
exhibit hydrophobicity in which C14-d-Phe is the
most hydrophobic with maximum l-Asp, d-Asp, and dl-Asp contact angles of 124.51°, 120.96°, and 118.94°,
respectively, whereas C14-l-Thea is the least
hydrophobic with those of 101.98°, 102.67°, and 103.18°,
respectively. In theory, C14-l-Phe and C14-d-Phe are enantiomers, and the contact angles of dl-Asp solutions on them should be the same. In practice, the contact
angles should also be related to the morphology and size of particles,
which leads to the deviation. Furthermore, the difference in hydrophobicity
of three nanorods is certainly related to the fact that different
functional groups exist on their surfaces.[43]
Table 2
Contact Angles between Nanorods and
Solutions
contact
angles (deg)
nanorods
l-Asp
d-Asp
dl-Asp
C14-l-Thea
101.98
102.67
103.18
C14-l-Phe
123.52
121.45
117.53
C14-d-Phe
124.51
120.96
118.94
Chiral
Nature of Studied Model Systems
The IR and PXRD spectrograms
of enantiomeric and racemic Asp crystals
are presented in Figure S7 (Supporting
Information), which are consistent with those reported by Lee et al.[55] and Pinto et al.[56]The solubilities of three species in water are shown in Table , which is in accordance
with the work of Wu et al.[57] All three
substances possess positive solubility characteristics, but in general
under the same temperature the solubility of dl-Asp is about
1.5 times larger than those of l-Asp and d-Asp,
which are the same. In addition, by comparing the PXRD patterns of
solid residuals after equilibrium with those of raw materials (Figure S8, Supporting Information), there is
no crystalline form change in the solubility measurement.
Table 3
Solubilities of Three Asp Species
in Water
103x*
T (K)
l-Asp
d-Asp
dl-Asp
288.15
0.436
0.435
0.667
293.15
0.528
0.525
0.807
298.15
0.636
0.635
0.972
303.15
0.768
0.768
1.155
308.15
0.910
0.909
1.376
313.15
1.091
1.102
1.649
318.15
1.320
1.334
1.931
323.15
1.509
1.523
2.282
The early identification
of its racemic nature of a racemate is
extremely vital for the selection and design of its practical crystallization
resolution. The IR spectra, PXRD diffractograms, and molar fraction
solubilities of three species of Asp illustrate that the chiral nature
of dl-Asp belongs to a racemic compound, which is in accordance
with the work of Lee and Lin who have reported the ee value at one
of the eutectic points of the racemic system to be ca. 67%.[55]
Metastable Zone Widths
Figure depicts
a series of MSZWs
of three species of Asp in water with or without 4.0 wt % of nanorods
to solute. In the pure water, when being cooled from the same saturation
temperature and at the same cooling rate, the average MSZWs are 17.56
K for l-Asp, 16.14 K for d-Asp, and 13.99 K for dl-Asp, respectively (Figure a). Correspondingly, they decrease to 8.67, 9.34, and
9.46 K in the presence of C14-l-Thea (Figure b) and to 10.26,
10.76, and 11.12 K in the presence of C14-l-Phe
(Figure c), respectively.
Similarly, as shown in Figure d, when C14-d-Phe is added, they decrease
to 10.73, 10.36, and 11.58 K, respectively.
Figure 5
MSZWs of three Asp chiral
species in water (a), with C14-l-Thea (b), C14-l-Phe (c), and C14-d-Phe (d).
MSZWs of three Asp chiral
species in water (a), with C14-l-Thea (b), C14-l-Phe (c), and C14-d-Phe (d).In general, the average MSZWs of three species
become narrow when
the nanorods are added as nucleants.[58] The
nucleation barrier of Asp species is reduced, and the solute molecules
are easier to nucleate in the presence of nanorods. In particular,
the average MSZWs of l-Asp become narrower than those of d-Asp when using l-nanorods as nucleants, and vice
versa. That is, the chiral nanorods can mostly promote the nucleation
of those enantiomeric crystals having an identical chirality to the
rods’, which shall provide more opportunities to acquire pure
enantiomeric crystals when using them as nucleation promoters. Furthermore,
the promotion degree by C14-l-Thea to the nucleation
of l-Asp is larger than that by C14-l-Phe, which contributes to a smaller contact angle of l-Asp
solution on the former surface, leading to a smaller nucleation barrier
than C14-l-Phe.
Induction
Period
As shown in Figure and Table S1 (Supporting
Information), the tind values of three
chiral species generally
decrease with increasing S, and in the absence of
nanorods, under the same S, the tind values of enantiomeric crystals are almost the same
but larger than that of racemic crystals; that is, dl-Asp
has the narrowest MSZW and the shortest tind.
Figure 6
Influence of S on the tind of Asp in water (a), with C14-l-Thea (b), C14-l-Phe (c), and C14-d-Phe (d)
at 303.15 K.
Influence of S on the tind of Asp in water (a), with C14-l-Thea (b), C14-l-Phe (c), and C14-d-Phe (d)
at 303.15 K.In addition, in the presence of
nanorods, the tind values of all species
are shortened. At each S, the tind order is d- > l- > dl-Asp
when C14-l-Thea
and C14-l-Phe are presented, suggesting that l-nanorods are more promotive to the nucleation of l-crystals than that of d-crystals. Likewise, when C14-d-Phe is presented, the order of tind changes to l- > d- > dl-Asp, indicating that d-nanorods are more promotive on the
nucleation of d-crystals than that of l-crystals.
The results are in accordance with those of MSZW measurements.[59]
Heterogeneous Nucleation
Rates
To
further study the effect of three as-prepared chiral nanorods on the
nucleation of various Asp crystals, their primary nucleation parameters
in the absence/presence of the chiral nanorods have been obtained
using CHNT. The scatter plots of ln(tind) over 1/ln2S in the absence/presence
of nanorods are illustrated in Figure . It is obvious that when tind is measured in the pure water with high supersaturation, the scatter
plots of ln(tind) over 1/ln2S can be well fitted into a straight line to obtain
the slope. Nevertheless, when the supersaturation is at low levels
or in the presence of nanorods, the scatter plots of ln(tind) over 1/ln2S are incapable
of being fitted into straight lines because in this case the measured tind values are generally inaccurate. In this
work, the heterogeneous nucleation rates in the presence of nanorods
have been calculated using eqs –9. Table lists the heterogeneous nucleation parameters
at 303.15 K and different S values.
Figure 7
Plots of tind versus S in the absence/presence of nanorods: l-Asp (a), d-Asp (b), and dl-Asp (c).
Table 4
Heterogeneous Nucleation Parameters
at 303.15 K by Using the Nanorods
nucleant
crystal
ϕ
S
ΔGhomcrit (J)
ΔGhetcrit (J)
nhetcrit
rhetcrit (nm)
γhet (J/m2)
jhet (#/(m3·s))
C14-l-Thea
l-Asp
0.653
1.99
7.72 × 10–21
5.04 × 10–21
5.09
0.543
0.00593
1.77 × 1023
2.26
6.52 × 10–21
4.26 × 10–21
3.06
0.458
3.01 × 1023
2.62
5.52 × 10–21
3.60 × 10–21
1.86
0.388
4.78 × 1023
d-Asp
0.662
1.99
7.72 × 10–21
5.11 × 10–21
5.16
0.546
0.00596
1.74 × 1023
2.26
6.52 × 10–21
4.31 × 10–21
3.10
0.460
2.97 × 1023
2.62
5.52 × 10–21
3.65 × 10–21
1.88
0.390
4.73 × 1023
dl-Asp
0.668
1.98
7.71 × 10–21
5.15 × 10–21
5.28
0.553
0.00589
3.92 × 1023
2.28
6.39 × 10–21
4.27 × 10–21
3.00
0.458
6.48 × 1023
2.64
5.43 × 10–21
3.62 × 10–21
1.84
0.389
1.01 × 1024
C14-l-Phe
l-Asp
0.872
1.99
7.72 × 10–21
6.73 × 10–21
6.78
0.598
0.00653
1.24 × 1023
2.26
6.52 × 10–21
5.68 × 10–21
4.09
0.505
2.25 × 1023
2.62
5.52 × 10–21
4.81 × 10–21
2.48
0.427
3.76 × 1023
d-Asp
0.856
1.99
7.72 × 10–21
6.61 × 10–21
6.67
0.594
0.00649
1.27 × 1023
2.26
6.52 × 10–21
5.58 × 10–21
4.01
0.502
2.29 × 1023
2.62
5.52 × 10–21
4.72 × 10–21
2.43
0.425
3.82 × 1023
dl-Asp
0.897
1.98
7.71 × 10–21
6.92 × 10–21
7.09
0.610
0.00649
2.70 × 1023
2.28
6.39 × 10–21
5.73 × 10–21
4.03
0.506
4.80 × 1023
2.64
5.43 × 10–21
4.87 × 10–21
2.47
0.429
7.91 × 1023
C14-d-Phe
l-Asp
0.879
1.99
7.72 × 10–21
6.79 × 10–21
6.85
0.600
0.00655
1.22 × 1023
2.26
6.52 × 10–21
5.73 × 10–21
4.12
0.506
2.22 × 1023
2.62
5.52 × 10–21
4.85 × 10–21
2.50
0.428
3.73 × 1023
d-Asp
0.852
1.99
7.72 × 10–21
6.58 × 10–21
6.64
0.594
0.00648
1.28 × 1023
2.26
6.52 × 10–21
5.55 × 10–21
3.99
0.501
2.31 × 1023
2.62
5.52 × 10–21
4.70 × 10–21
2.42
0.424
3.84 × 1023
dl-Asp
0.835
1.98
7.71 × 10–21
6.44 × 10–21
6.59
0.596
0.00634
3.00 × 1023
2.28
6.39 × 10–21
5.33 × 10–21
3.75
0.494
5.21 × 1023
2.64
5.43 × 10–21
4.53 × 10–21
2.30
0.419
8.47 × 1023
Plots of tind versus S in the absence/presence of nanorods: l-Asp (a), d-Asp (b), and dl-Asp (c).At each S without nanorods, the nucleation rates
of l- and d-crystals are nearly equal, and both
are less than that of dl-crystals. In the case that the nanorods
are presented, the ΔGhetcrit of the three crystals decreases,
resulting in increased nucleation rates which increase with S. However, different nanorods have different degrees of
change in the nucleation rates of the three crystals. When C14-l-Phe or C14-d-Phe is added, the nucleation
rate order of l-, d-, and dl-Asp crystals
from their respective supersaturated solutions is dl- > d- > l-Asp. However, when C14-l-Thea is added, the order becomes dl- > l- > d-Asp. Moreover, when C14-l-Thea is used
as the nucleant, the nucleation rates of enantiomeric and racemic
crystals are higher than those using the other two nucleants. It might
be because the hydrophilicity of C14-l-Thea to l-, d-, and dl-Asp solutions is the highest,
leading to it having the most promotion on nucleation.
Statistical Analyses
The statistical
results on the homogeneous nucleation in the racemate solutions at
different S are shown in Figure and Table S2 (Supporting
Information). At S values of 1.67, 1.43, 1.19, and
1.08, the P of the l-enantiomeric nuclei
is 0%, 5%, 10%, and 5%, respectively, and that of the d-enantiomeric
nuclei is 35%, 50%, 65%, and 70%, respectively. Besides, the P of the racemic nuclei is 65%, 45%, 25%, and 25%, respectively.
In the initial precipitates, the amount of dl-Asp is far
greater than that of d-Asp or l-Asp, resulting in
very low ee values of the collected solids. Generally, the nucleation
of enantiomeric crystals accompanied by the appearance of racemic
nuclei remains highly random. In addition, by comparing the nucleation
probabilities under the four S, it is found that S has some effect on the P, and the influence
law is the same as the results of our previous work.[44] That is, the appearance probability of d-enantiomeric
nuclei increases with the decline of S, and vice
versa.
Figure 8
ee of initial particles collected from homogeneous nucleation experiments
at different S: 1.67 (a), 1.43 (b), 1.19 (c), and
1.08 (d).
ee of initial particles collected from homogeneous nucleation experiments
at different S: 1.67 (a), 1.43 (b), 1.19 (c), and
1.08 (d).The statistical results on the
heterogeneous nucleation in the
racemate solutions with nanorods at different S are
shown in Figure and Table S3 (Supporting Information). When nanorods
are presented, the diversity vanishes, and P increases
to 100% at low S. Specifically, when l-nanorods
are added, the nucleation of l-Asp crystals is completely
promoted, and the d-nanorod has the same promoted to d-Asp crystals. In addition, the ee value of nucleation products
increases significantly with the decline of S. This
may be because at low S the smaller the nucleation
driving force is, the slower the nucleation rate becomes, the longer
the time is for the chiral recognition, and the higher the optical
purity of the nuclei achieved. Specifically, at the same S, when C14-l-Phe is added, l-Asp is
induced to preferentially nucleate, and d-Asp is also preferentially
nucleated when C14-d-Phe is used. By comparing
the statistical results of those using C14-l-Thea
and C14-l-Phe, the ee value of nuclei induced
by C14-l-Thea is generally larger than that by
C14-l-Phe. It is probably because C14-l-Thea has an additional amide (CONH) group compared to
C14-l-Phe, which provides more hydrogen-bond acceptors
and donors to intensify the intermolecular interaction between C14-l-Thea and l-Asp, resulting in a higher
chiral recognition ability.[60]
Figure 9
ee of initial
particles collected from heterogeneous nucleation
experiments at different S: 1.67 (a), 1.43 (b), 1.19
(c), and 1.08 (d).
ee of initial
particles collected from heterogeneous nucleation
experiments at different S: 1.67 (a), 1.43 (b), 1.19
(c), and 1.08 (d).
Direct
Crystallization Resolution
The ee values of solids over time
crystallized from dl-Asp
aqueous solutions with or without three nanorods at four cooling rates
are shown in Figure , and the raw data of ee values as well as the yields are listed
in Tables S4, S5, S6, S7, and S8 (Supporting
Information), respectively. At all used cooling rates, when dl-Asp solutions are cooled without nanorods, spontaneous crystallization
can not resolve or even partially resolve the racemic Asp. While dl-Asp solutions are cooled with nanorods, all ee values are
significantly increased. In particular, the ee values of products
first rise and then fall with time under different cooling rates.
In the first stage, the added chiral nanorods act as nucleation centers
with enantioselectivity, and the adsorbed enantiomers accordingly
become seeds, resulting in the increase in the ee value of the product.
When the nucleated dl-crystals are much more than enantiomeric
crystals, the ee value starts to decrease and finally is close to
zero at the completion of crystallization.[21]
Figure 10
ee of solid products over time at cooling rates of 0.025 (a), 0.05
(b), 0.10 (c), and 0.20 K/min (d).
ee of solid products over time at cooling rates of 0.025 (a), 0.05
(b), 0.10 (c), and 0.20 K/min (d).Besides, the ee value of the product from a direct crystallization
resolution with C14-l-Thea is larger than that
with C14-l-Phe, which is certainly because the
former has a higher enantioselective capability than the latter.[61] Meanwhile, it is also observed that the slower
the cooling rate employed, the higher the ee value of the product
achieved. This may be because the slower the cooling rate adopted,
the smaller the nucleation driving force becomes, which is beneficial
to the nucleation of the enantiomeric crystals having an identical
chirality to the rods. When the cooling rate is 0.025 K/min and C14-l-Thea is used as the nucleant, a solid product
containing mainly l-Asp with a maximum ee of 76.85% and a
yield of 14.41% is directly crystallized from dl-Asp solutions.A snapshot
of all molecules with water in the nucleating system in the final
state simulated by MD is shown in Figure a, and blue, yellow, and red molecules refer
to C14-l-Thea, l-Asp, and d-Asp,
respectively. In order to exhibit the aggregation state between C14-l-Thea and l-Asp or d-Asp more
intuitively, C14-l-Thea and l-Asp or d-Asp are extracted and shown in Figure b and 11c, respectively.
By comparing Figures b with 11c, the C14-l-Thea
is slightly closer to l-Asp than to d-Asp, showing
that the interactions between C14-l-Thea and l-Asp may be larger than those between C14-l-Thea and d-Asp.
Figure 11
Snapshots in the final state of C14-l-Thea, l-Asp, and d-Asp (a), C14-l-Thea
and l-Asp (b), and C14-l-Thea and d-Asp (c) in the nucleating system.
Snapshots in the final state of C14-l-Thea, l-Asp, and d-Asp (a), C14-l-Thea
and l-Asp (b), and C14-l-Thea and d-Asp (c) in the nucleating system.The average weak interactions based on MD simulations can provide
much more accurate and smoother isosurfaces of C14-l-Thea with l-Asp or d-Asp than that on QM
calculations (Figure S2, Supporting Information).[62] The aIGM isosurface diagrams are shown in Figure in which van der
Waals interaction, steric repulsion, as well as hydrogen bonding are
in green, blue, and red, respectively. In particular, compared with Figure b, more blue domains
emerge in Figure a, diagrammatically presenting that stronger interactions exist between
C14-l-Thea and l-Asp than C14-l-Thea and d-Asp.
Figure 12
AIGM isosurface diagrams
of C14-l-Thea with l-Asp (a) and C14-l-Thea with d-Asp (b). The isosurface
of aIGM = 0.1.
AIGM isosurface diagrams
of C14-l-Thea with l-Asp (a) and C14-l-Thea with d-Asp (b). The isosurface
of aIGM = 0.1.
Recyclability
Examination
The reusability
of the nanorods can be evaluated by their recovery ratios after each
direct crystallization resolution experiment and the ee values of
products using the recovered nanorods as nucleants. As shown in Figure , the ee values
of products declined from 10.9% to 12.0% after six cycles, and the
average recovery ratios of nanoroads are around 97.7% per cycle, which
confirms that the nanorods have good reusability. In addition, the
ee values of products decline after six cycles, which may be due to
the adsorption of impurities on the nanorods. Meanwhile, the morphologies
and diffractograms of the recovered nanorods after six cycles recharacterized
by PXRD and SEM, respectively (Figures S9 and S10, Supporting Information), are consistent with those of
the fresh ones, further proving that the nanorods can keep stable
during the direct crystallization resolution operation.[63]
Figure 13
Effect of cycle number on the ee values of products using
recovered
nanorods (a) and their recovery ratios (b).
Effect of cycle number on the ee values of products using
recovered
nanorods (a) and their recovery ratios (b).
Conclusions
In this work, three optically
active nanorods of C14-l-Thea, C14-l-Phe, and C14-d-Phe have been synthesized
and used for the direct crystallization
resolution of dl-Asp as nucleants. The nucleation experiments
and their statistical analysis show that the synthesized chiral nanorods
could affect the nucleation parameters and rates of the three species
of Asp to a certain extent. In particular, the chiral nanorods can
mostly promote the nucleation of enantiomeric crystals with the same
chirality and inhibit that of those with opposite chirality to them.
The simulation results reveal that a higher chiral recognition of
C14-l-Thea than C14-l-Phe
to Asp enantiomers is because the difference in hydrogen bonding between
C14-l-Thea and Asp enantiomers is larger than
that between C14-l-Phe and Asp enantiomers. When
4.0 wt % of C14-l-Thea to solute is added, the
ee value of the product crystallized from the dl-Asp solution
can be up to 76.85% with a yield of 14.41% under slow cooling. Moreover,
the constructed nanorods exhibit good stability and recyclability.
The research demonstrates that the chiral nanorods can enhance the
direct crystallization resolution of racemic compounds when they are
used as the nucleants.
Authors: David Van Der Spoel; Erik Lindahl; Berk Hess; Gerrit Groenhof; Alan E Mark; Herman J C Berendsen Journal: J Comput Chem Date: 2005-12 Impact factor: 3.376