Abstract
Nonlinear optical properties of collagen typeI are investigated in thin tissue sections of pig tendon as a research model using a complete polarimetric secondharmonic generation (PSHG) microscopy technique called double StokesMueller polarimetry (DSMP). Three complexvalued molecular susceptibility tensor component ratios are extracted. A significant retardance is observed between the chiral susceptibility component and the achiral components, while the achiral components appear to be in phase with each other. The DSMP formalism and microscopy measurements are further used to explain and experimentally validate the conditions required for SHG circular dichroism (SHGCD) of collagen to occur. The SHGCD can be observed with the microscope when: (i) the chiral secondorder susceptibility tensor component has a nonzero value, (ii) a phase retardance is present between the chiral and achiral components of the secondorder susceptibility tensor and (iii) the collagen fibres are tilted out of the image plane. Both positive and negative areas of SHGCD are observed in microscopy images, which relates to the antiparallel arrangement of collagen fibres in different fascicles of the tendon. The theoretical formalism and experimental validation of DSMP imaging technique opens new opportunities for ultrastructural characterisation of chiral molecules, in particular collagen, and provides basis for the interpretation of SHGCD signals. The nonlinear imaging of chiroptical parameters offers new possibilities to further improve the diagnostic sensitivity and/or specificity of nonlinear labelfree histopathology.
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Introduction
Collagen is a major structural component of the extracellular matrix (ECM) in biological tissues and its structural organisation largely determines the mechanical and functional properties of tissues. For example, wellaligned collagen fibres provide the required viscoelastic properties of tendon and add elasticity to the composite material of bone. Further, the hierarchical structure of collagen determines differences in optical transparency of cornea and sclera^{1,2,3}. In addition, structural alterations of collagen have been the focus of many studies related to ECM remodelling due to tumorigenesis^{4,5,6,7,8,9,10,11,12,13,14}. Collagen alteration includes degradation of collagen in basement membranes^{12} and remodelling of fibrillar collagen (mainly collagen typeI) throughout the connective tissue of different organs^{4,5,11,13,14}. Hence, detailed understanding of the structural properties of collagen is required to elucidate the details of collagen function and its role in diseaserelated processes.
One promising technique to visualise and quantify the structural properties of collagen assembly is secondharmonic generation (SHG) microscopy^{15,16}. The efficiency of SHG generated by a sample is characterised by the secondorder nonlinear susceptibility tensor, χ^{(2)}, which contains information about the structure of the material and its spatial symmetry. Therefore, by extracting χ^{(2)} values, the organisation of collagen fibres can be characterised and certain molecular details about the collagen structure can be inferred. In addition, detailed knowledge of the χ^{(2)} tensor allows for better modelling of collagen molecular structure using ab initio calculations^{17,18}. The ratio of independent components of the χ^{(2)} tensor has been extracted using various polarisationresolved SHG (PSHG) microscopy techniques^{15,16,19,20,21,22,23,24,25,26,27,28,29}. In most studies, it is commonly assumed that the χ^{(2)} tensor components are realvalued when the fundamental and SHG signal frequencies are far from resonance frequencies in the material^{8,24,29}. However, the χ^{(2)} tensor components are generally complexvalued and their imaginary parts can be related to the nearresonance enhancement of electricdipole contributions and/or retardation of the nonlinear responses related to magneticdipole and electricquadrupole effects^{30,31,32,33}.
In order to extract both real and imaginary parts of the χ^{(2)} components, a recent technique called double StokesMueller polarimetry (DSMP) can be used. The DSMP is a complete twodimensional (2D) polarimetric SHG technique that is applicable for structural characterisation of opticallyscattering samples^{34,35}. In the DSMP formalism for SHG, the sample is represented by a 4 × 9 double Mueller matrix, which defines the relation between the polarisation states of incoming laser beam and the polarisation states of the outgoing SHG signal from the sample. Thirtysix measurements are needed to determine the Mueller matrix, from which the real and imaginary parts of six observable laboratoryframe χ^{(2)} tensor components can be extracted^{36}. These components can further be used to extract the real and imaginary parts of the molecular susceptibility tensor component ratios. This is an extra step compared to our previous works where only real parts of susceptibilities were extracted^{8,36}. The presence of imaginary components in χ^{(2)} has been related to chiroptical properties of collagen in thin films^{31,37}.
Optical activity occurs in nonlinear optics when the nonlinear response of chiral molecules is different for right and lefthanded circularly polarised incoming laser light (RCP and LCP, respectively). The first demonstration of nonlinear optical activity was performed for SHG from chiral molecules deposited on surfaces^{38,39}, in which the intensities of SHG for RCP and LCP were different. This response was considered as the equivalent of circular dichroism (CD) in linear optics. Hence, it is often referred to as SHGCD. Since SHG is a surfacesensitive technique, its combination with CD provides an extremely sensitive tool for studying surface chirality. On the other hand, SHGCD can also be useful in tissue imaging, such as for fast probing of nonlinear chiroptical properties of materials such as collagen, which is inherently chiral^{40,41,42,43}. However, there are only a few studies on the origin of SHGCD in biological tissues^{44,45} and, therefore, there is still a need to develop a model that relates the SHGCD to the structural and organisational properties of collagen in tissue sections. Since the RCP and LCP incoming polarisation states are included in the DSMP formalism, the SHGCD can be formulated using DSMP theory and can be deduced from a subset of a DSMP experiment. Using DSMP formalism and measurements, SHGCD results can be related to the complexvalued chiral components of the susceptibility tensor and the 3D orientation of collagen fibres.
In this paper, DSMP is used to study the secondorder nonlinear optical properties of collagen in thin tissue sections. Six observable complexvalued susceptibility tensor components are extracted. From these laboratoryframe components, three molecularframe complexvalued susceptibility tensor component ratios are calculated for the first time. These reveal the presence of significant imaginary values of the chiral nonlinear susceptibility component, the phase and amplitude of which are also extracted. In addition, DSMP theory is used to formulate the SHGCD response in terms of complex susceptibility tensor components and to determine the theoretical conditions under which SHGCD has nonzero values. The SHGCD response is deduced from a subset of DSMP measurements for a research model and the aforementioned theoretical conditions are experimentally validated.
Methods
Theoretical background
Double StokesMueller polarimetry (DSMP) theory
For excitation objectives up to 0.8 NA, the polarization along the propagation axis is small and therefore a planewave approximation can be assumed^{46}. A previous modelling showed that this assumption results in less than 10% over estimation of susceptibility components ratio^{46}. Under a planewave approximation, the polarisation orientations of the focused incoming laser beam remain in the image plane, and a 2D polarimetry such as DSMP can be performed to extract six laboratoryframe χ^{(2)} tensor components^{29}. In the DSMP formalism for SHG, the sample is represented by a 4 × 9 double Mueller matrix, \({{ {\mathcal M} }}^{(2)}\), whose elements are functions of the χ^{(2)} tensor components. A thin sample is assumed in this formalism (~5 μm) with negligible birefringence. For thicker samples, additional Mueller matrices can be introduced to account for the first order optical effects. The relation between the polarisation states of the incoming laser beam and the polarisation states of the outgoing SHG signal from the sample is defined using the nonlinear StokesMueller polarimetry equation:
where s′(2ω) is a 4 × 1 Stokes vector representing the outgoing SHG radiation and S(ω) is a 9 × 1 double Stokes vector representing the polarisation state of the incoming laser beam^{34}. S(ω) consists of nine polarisation states as follows: horizontally (0°) and vertically (90°) linearly polarised (HLP and VLP, respectively), diagonally linearly polarised (±45°), RCP and LCP, linearly polarised at −22.5° and right and lefthand elliptically polarised (REP and LEP, respectively). The Poincaré sphere coordinates of the states are given in previous publications^{8,35}.
In a DSMP experiment, for each of the nine incoming polarisation states, four Stokes parameters of the outgoing SHG signal are recorded. To calculate the Mueller matrix elements, the scattering contribution from the dataset is removed by replacing the measured \(\tilde{s}\) with calculated \({s}_{0}^{^{\prime} }=\sqrt{{\tilde{s}}_{1}^{2}+{\tilde{s}}_{2}^{2}+{\tilde{s}}_{3}^{2}}\) and keeping \({\tilde{s}}_{\gamma }={s}_{\gamma }^{^{\prime} }\) for γ = 1, 2, 3^{36}. By having S(ω) from the prepared incoming states and \(s\text{'}\) (2ω) from the measured SHG Stokes components, Eq. (1) can be used to obtain the Mueller matrix elements^{34,35}. The double Mueller matrix depends on the sample structure and can be related to the secondorder susceptibility tensor components, χ^{(2)}, via X_{rec} matrix as follows^{35}:
where \({T}\) is a 4 × 4 matrix containing vectorized Pauli matrices as rows, and \({ {\mathcal H} }\) is a 9 × 9 matrix containing vectorized GellMann matrices as rows^{35}. The derivation and properties of these two matrices are described by Samim et al.^{34}. They are both constant invertible matrices, which do not depend on the sample or the experimental setup and, hence, they only need to be calculated for SHG once. The X_{rec} matrix is the secondorder susceptibility product matrix which contains products of susceptibility tensor components and their complex conjugates, and defined as^{34}:
where the indices, 1, 2, 3 are a contracted notation for the secondorder susceptibility, \({\chi }_{iA}^{(2)}\) such that:
In Eq. (3), an ensemble average is assumed for each element. The X_{rec} matrix can be obtained as:
Hence, in order to recover an individual χ^{(2)} tensor component, the elements of X_{rec} have to be unmixed. First, X_{rec} is reshaped to a 6 × 6 square coherency matrix, X:
It can be assumed that one of the X elements (e.g. χ_{11}) is real and positive, so that
where the positive sign is taken by definition. The remaining components can be obtained from the offdiagonal elements involving the known positive realvalued χ (χ_{11} in this case) as follows:
Note that the amplitude and sign of the other elements are relative to χ_{11}. The offdiagonal elements can be complexvalued, indicating that the χ values can have a retardance with respect to each other. By taking the real and imaginary parts, the complex value of each observable χ component can be deduced. Consequently, the amplitudes of each susceptibility component as well as their relative phase differences can be calculated.
Orientation dependent secondorder susceptibility of collagen
The measurement of the χ^{(2)} tensor components is performed in the laboratory coordinate system, as indicated by the uppercase IJK/XYZ indices. In this coordinate system, the sample is placed in the XZplane, the laser beam propagates along the Yaxis and the secondorder nonlinear susceptibility tensor is indicated as \({\chi }_{ijk}^{(2)}\). As it mentioned, in 2D polarimetry where the polarisation orientations of the focused incoming laser beam remain in the XZ image plane, only six laboratoryframe χ^{(2)} tensor components can be measured^{29}: \({\chi }_{XXX}^{(2)}\), \({\chi }_{XXZ}^{(2)}\), \({\chi }_{XZZ}^{(2)}\), \({\chi }_{ZXX}^{(2)}\), \({\chi }_{ZZX}^{(2)}\), \({\chi }_{ZZZ}^{(2)}\), where \({\chi }_{XXZ}^{(2)}\) = \({\chi }_{XZX}^{(2)}\) and \({\chi }_{ZZX}^{(2)}\) = \({\chi }_{ZXZ}^{(2)}\) for the SHG process. The χ^{(2)} tensor components in the laboratory coordinate system can be expressed in terms of the molecular secondorder susceptibility tensor components, \({\chi }_{ijk}^{(2)}\), and the 3D orientation of the sample with respect to the laboratory frame of reference as follows^{29}:
where α is the outofplane tilt angle with respect to the XZ image plane, and δ is the average inplane fibre orientation angle measured from the Zaxis in the laboratory frame of reference. The terms containing \({\chi }_{xyz}^{(2)}\) tensor components represent the chiral properties^{29}. Equations (9) indicate that the susceptibility tensor components in laboratory coordinate system can be written as an achiral contribution plus a chiral contribution that depends on \({\chi }_{xyz}^{(2)}\) and α. Consequently, for the collagen fibres that are in the image plane (α = 0) the contribution of the chiral terms is zero, so that the tensor is indistinguishable between a chiral and an achiral structure.
SHG circular dichroism (SHGCD)
SHGCD is defined as the normalised difference in outgoing intensity of SHG when the sample is excited with RCP and LCP light, (I_{RCP}−I_{LCP})/((I_{RCP} + I_{LCP})/2). Since two of the nine incoming polarisation states are RCP and LCP, DSMP data can be used to extract the SHGCD of the sample. The SHGCD measured using DSMP technique can be written in terms of the Stokes vector parameters, which in turn can be expressed in terms of Mueller matrix elements by using Eq. (1) and substituting the double Stokes vector parameters^{34}:
The Mueller matrix elements were shown to be functions of the products of the secondorder susceptibility tensor components in the laboratory coordinate system, \({\chi }_{IJK}^{(2)}\), as follows^{34}:
Here, \({\chi }_{IJK}^{(2)}\) is assumed to be complex and is written as \({\chi }_{IJK}^{(2)}={\chi }_{IJK}^{(2)}{e}^{i{\xi }_{IJK}}\). Therefore, \({{\rm{\Delta }}}_{IJK,I\text{'}J\text{'}K\text{'}}={\xi }_{IJK}{\xi }_{I\text{'}J\text{'}K\text{'}}\) is the associated phase difference between different laboratory frame susceptibility tensor components. By substituting Eqs (9) and (11) in Eq. (10), the SHGCD can be obtained in terms of the products of the magnitudes of the molecular susceptibility tensor components, \({\chi }_{ijk}^{(2)}{\chi }_{i\text{'}j\text{'}k\text{'}}^{(2)}\), the associated molecular phase differences, \({{\rm{\Delta }}}_{ijk,i\text{'}j\text{'}k\text{'}}={{\zeta }}_{ijk}{{\zeta }}_{i\text{'}j\text{'}k\text{'}}\), and the tilt angle of collagen fibres out of the image plane. Similar to \({\chi }_{IJK}^{(2)}\), \({\chi }_{ijk}^{(2)}\) is assumed to be complex and is written as \({\chi }_{ijk}^{(2)}={\chi }_{ijk}^{(2)}{e}^{i{\zeta }_{ijk}}\). The numerator and denominator of Eq. (10) can be expressed as
The inplane fibre angle, δ, is absent from Eqs (12) and (13) indicating that, when the incoming polarisation is circular, SHGCD is independent of the orientation of the sample in the image plane. Using Eq. (13), it can be concluded that three conditions have to be fulfilled simultaneously in order to observe SHGCD effects: (i) the sample (collagen fibres in this case) has to be tilted out of the image plane (i. e. α ≠ 0), (ii) the sample has to be chiral (\({\chi }_{xyz}^{(2)}\ne 0\)), and (iii) there has to be a phase difference between the chiral term, \({\chi }_{xyz}^{(2)}\), and achiral terms, \({\chi }_{zzz}^{(2)}\), \({\chi }_{zxx}^{(2)}\) or \({\chi }_{xxz}^{(2)}\) (i.e. \({{\rm{\Delta }}}_{ijk,i\text{'}j\text{'}k\text{'}}\)≠ 0). These conditions are very similar to those reported for nonvanishing surface SHGCD^{33}.
According to Eqs (12) and (13), the SHGCD depends on the sign and magnitudes of the chiral term as well as on the sign of the angle α. It is interesting to note that Eq. (12) predicts that, when the fibre orientation flips, the sign of the SHGCD changes. This can be understood qualitatively by rotating the collagen fibre by α = 180°. In this situation, x→x, y → −y, z → −z. Hence, the tensor components \({\chi }_{zzz}^{(2)}\), \({\chi }_{zxx}^{(2)}\) or \({\chi }_{xxz}^{(2)}\) change their sign, while the sign of \({\chi }_{xyz}^{(2)}\) does not change.
The SHGCD also depends on the interaction of the chiral and achiral terms through \({{\rm{\Delta }}}_{ijk,i\text{'}j\text{'}k\text{'}}\). Within the electricdipole approximation, this phase difference may exist if the fundamental and/or secondharmonic frequencies are close to resonance frequencies of the material. On the other hand, when magneticdipole and electricquadrupole interactions are included, the required phase difference will exist also for nonresonant conditions. The SHGCD can also approach zero for certain \({\chi }_{zzz}^{(2)}\), \({\chi }_{zxx}^{(2)}\), and \({\chi }_{xxz}^{(2)}\) and corresponding \({{\rm{\Delta }}}_{ijk,i\text{'}j\text{'}k\text{'}}\) values constituting the expression in the brackets of Eq. (12). This effect may become noticeable when \({\chi }_{zzz}^{(2)}/{\chi }_{zxx}^{(2)} \sim 3\) and \({\chi }_{xxz}^{(2)}/{\chi }_{zxx}^{(2)} \sim 1\).
DSMP microscope
A custombuilt diodepumped ytterbiumiondoped potassium gadolinium tungstate (Yb:KGW) crystalbased oscillator was used as the laser source. It operates at 1028 nm and it generates ~400 fs pulses at 14.3 MHz repetition rate^{47}. The laser was coupled to a custombuilt laserscanning SHG microscope, as described previously^{36}. A 20 × 0.75 numerical aperture (NA) air objective (Carl Zeiss, Thornwood, New York, USA) was used to focus the beam onto the sample, and a custom 0.85 NA objective (Omex Technologies, Wheeling, Illinois, USA) was used to collect the SHG signal in the transmission geometry. The SHG signal was detected using a singlephotoncounting photomultiplier tube (Hamamatsu H10682210, Hamamatsu, Bridgewater, New Jersey, USA). A BG 39 filter and a 510–520 nm bandpass interference filter (Edmund Optics, Regina, Saskatchewan, Canada) were used to separate the SHG from the incident light. The microscope polarimeter consisted of a polarisationstate generator (PSG) inserted before the excitation objective and a polarisationstate analyser (PSA) placed after the collection objective. The PSG consisted of a fixed linear polariser (Thorlabs, Newton, New Jersey, USA), a halfwaveplate (HWP) and a quarterwaveplate (QWP). The PSA contains a HWP, a QWP (all wave plates are from Eksma Optics, Lithuania) and a linear polarizer (Thorlabs, Newton, New Jersey, USA). The PSG was set to produce nine different incoming polarisation states (HLP, VLP, +45, −45, RCP, LCP, −22.5, REP, LEP), for each of which the PSA was set to measure the SHG signal at six different polarisation states (0, 90, +45, −45, RCP, LCP) in order to determine the SHG Stokes vector.
Sample preparation
Collagen typeI from Achilles tendon of a 25 kg Yorkshire pig was studied. Pig tendon was chosen because it is a wellordered structure and due to its size, it can be easily cut at various angles. The tendon was harvested from a healthy dead pig euthanized after an unrelated study with approval of the Animal Care Committee of the University Health Network, Toronto, Canada. The tendon was formalin fixed and cut along the tendon axis (longitudinal cut), at α = 30° (oblique cut) and perpendicular to the tendon axis (transverse cut). The samples were embedded in paraffin and cut into 5μm thick sections. The sections were mounted on glass slides and stained with hematoxylin and eosin (H&E) to provide anatomical reference recorded with brightfield wholeslide scanner (Aperio: Leica Biosystems). One slide per cut angle was studied.
Results and Discussion
Extraction of complex χ ^{(2)} using DSMP microscopy
DSMP microscopy was used to extract the real and imaginary parts of the six observable susceptibility tensor components for each of the three cut angles in the tendon: Fig. 1. All the components were normalised to \({\chi }_{ZZZ}^{(2)}\) which was assumed to be realvalued and positive. For the longitudinal cut the collagen fibres are closely aligned with the laboratory frame of reference (δ~0 and α~0) and it can be seen that the real part of \({\chi }_{ZZZ}^{(2)}\) (Fig. 1b) is maximum, as expected from Eq. (9f). In addition, the real parts of \({\chi }_{XXZ}^{(2)}\) and \({\chi }_{ZXX}^{(2)}\) (Fig. 1a,f) are similar to each other, which is in agreement with Eq. (9b,d) when δ~0 and α~0. The real values of the \({\chi }_{ZXZ}^{(2)}\) and \({\chi }_{XZZ}^{(2)}\) components are as small as that of the \({\chi }_{XXX}^{(2)}\) component (Fig. 1c–e, respectively), and can be considered negligible. This observation is also in agreement with Eq. (9c,e) when δ~0 and α~0. The imaginary parts of all susceptibility components are small at this cut angle, indicating that all the observable susceptibility components are in phase with each other and so realvalued.
For the obliquelycut sample, all real susceptibility components have significant values, with the largest occurring in \({\chi }_{ZZZ}^{(2)}\) (Fig. 1n) and with much smaller values in \({\chi }_{XXX}^{(2)}\) (Fig. 1p), indicating that projections of collagen fibres onto the image plane are predominantly, but not perfectly, aligned with the laboratory Zaxis, meaning that δ~0. This can also explain why the real parts of \({\chi }_{ZXX}^{(2)}\) and \({\chi }_{XXZ}^{(2)}\) have the same signs (Fig. 1m,r, respectively), while \({\chi }_{ZXZ}^{(2)}\) and \({\chi }_{XZZ}^{(2)}\) (Fig. 1o,q, respectively) have anticorrelated positive and negative values. For the \({\chi }_{ZXX}^{(2)}\) and \({\chi }_{XXZ}^{(2)}\) components the chiral contribution scales as sin δ, while the achiral contribution scales as cos δ (see Eq. (9b,d)). Therefore, for fibres that are aligned with the laboratory Zaxis (δ~0), the achiral terms are larger than the chiral terms, which results in the same sign for \({\chi }_{ZXX}^{(2)}\) and \({\chi }_{XXZ}^{(2)}\). In contrast, for the \({\chi }_{ZXZ}^{(2)}\) and \({\chi }_{XZZ}^{(2)}\) components, the chiral contribution scale as cos δ, while achiral contributions scale as sin δ, so that the chiral contribution is larger than the achiral contribution, resulting in opposite signs for fibres oriented close to δ = 0. Further, large and anticorrelated imaginary contributions are observed for \({\chi }_{ZXZ}^{(2)}\) and \({\chi }_{XZZ}^{(2)}\) (Fig. 1u,w, respectively), pointing to a significant imaginary \({\chi }_{xyz}^{(2)}\) contribution.
For the transverse cut, the collagen fibres are closer to α = 90°, so that the SHG signal decreases due to symmetry considerations, resulting in a lower signaltonoise ratio (SNR). Hence, fibres deviating from α = 90° show larger signal, so that care should be taken when interpreting the results. The transverse cut shows similar properties to the oblique cut, with emerging islands of anticorrelated positive and negative areas in \({\chi }_{XZZ}^{(2)}\) and \({\chi }_{ZXZ}^{(2)}\) for both the real and imaginary parts (Fig. 1aa,cc,gg,ii, respectively). The \({\chi }_{XXZ}^{(2)}\) and \({\chi }_{ZXX}^{(2)}\) images correlate, having the same sign, similar to the oblique cut (Fig. 1y,dd).
The six observable susceptibility tensor components in the laboratory frame can be fitted by Eq. (9) to extract the real and imaginary parts of the relative molecular susceptibility components, \({\chi }_{zzz}^{(2)}/{\chi }_{zxx}^{(2)}\), \({\chi }_{xxz}^{(2)}/{\chi }_{zxx}^{(2)}\) and \({\chi }_{xyz}^{(2)}/{\chi }_{zxx}^{(2)}\). In order to reduce the number of fitting parameters, the α values were estimated using only linear polarisation measurements, as previously described^{29}. These values are: 0° for longitudinal cut, 30° for the oblique cut and 70° for the transverse cut. The fitting results are shown in Fig. 2. For the longitudinal cut, the real part of \({\chi }_{zzz}^{(2)}/{\chi }_{zxx}^{(2)}\) (Re(\({\chi }_{zzz}^{(2)}/{\chi }_{zxx}^{(2)}\))), has a normal distribution with a mean value of 1.73 ± 0.01 and a full width at half maximum (FWHM) of 0.73 ± 0.03 (Fig. 2a). This mean value is in agreement with the previously reported 1.67 ± 0.05 for pig tendon^{29}. Re(\({\chi }_{xxz}^{(2)}/{\chi }_{zxx}^{(2)}\)) also is normally distributed with a mean value of 1.08 ± 0.01 and FWHM of 0.44 ± 0.03 (Fig. 2b), indicating that Re(\({\chi }_{xxz}^{(2)}/{\chi }_{zxx}^{(2)}\)) = 1 is a valid assumption. The Re(\({\chi }_{xyz}^{(2)}/{\chi }_{zxx}^{(2)}\)) values are dispersed and can be considered to be zero, indicating that no chiral contribution can be observed for collagen fibres lying in the image plane (Fig. 2c).
The imaginary values of \({\chi }_{zzz}^{(2)}/{\chi }_{zxx}^{(2)}\) and \({\chi }_{xxz}^{(2)}/{\chi }_{zxx}^{(2)}\) are distributed normally around 0.06 ± 0.01 and −0.03 ± 0.01, respectively (Fig. 2d,e). Similar to the Re(\({\chi }_{xyz}^{(2)}/{\chi }_{zxx}^{(2)}\)) distribution, Im(\({\chi }_{xyz}^{(2)}/{\chi }_{zxx}^{(2)}\)) values are dispersed and can be considered to be zero (Fig. 2f). Thus, for longitudinal cuts, there are no significant imaginary components for any of the molecular susceptibility ratios.
In order to perform the fitting on the oblique cut, the real part of \({\chi }_{xxz}^{(2)}/{\chi }_{zxx}^{(2)}\) was fixed at 1 to decrease the number of free parameters. As seen in Fig. 2g, Re(\({\chi }_{zzz}^{(2)}/{\chi }_{zxx}^{(2)}\)) is normally distributed around 1.68 ± 0.02, which is not statistically significantly different from the value for the longitudinal cut: the slight difference could be due to fixing Re(\({\chi }_{xxz}^{(2)}/{\chi }_{zxx}^{(2)}\)) to unity. The Re(\({\chi }_{xxz}^{(2)}/{\chi }_{zxx}^{(2)}\)) is all in green because this parameter was fixed to 1 during the fitting (Fig. 2h). In contrast to the longitudinal cut, Re(\({\chi }_{xyz}^{(2)}/{\chi }_{zxx}^{(2)}\)) shows nonzero values (Fig. 2i), with both positive and negative values being present and showing a binomial distribution of the chiral ratio. A doubleGaussian was fitted to this distribution and a weighted average of the module of the two means was calculated, resulting in Re(\({\chi }_{xyz}^{(2)}/{\chi }_{zxx}^{(2)}\)) = 0.39 ± 0.05. This value is similar to the previously reported chiral ratio of 0.29±0.04 for collagen in pig tendon^{29}. The mean values of the normally distributed Im(\({\chi }_{zzz}^{(2)}/{\chi }_{zxx}^{(2)}\)) and Im(\({\chi }_{xxz}^{(2)}/{\chi }_{zxx}^{(2)}\)) are −0.1 ± 0.03 and 0.01 ± 0.03, respectively (Fig. 2j,k), which are not statistically significantly different from zero, indicating that imaginary parts of achiral components \({\chi }_{zzz}^{(2)}/{\chi }_{zxx}^{(2)}\) and \({\chi }_{xxz}^{(2)}/{\chi }_{zxx}^{(2)}\) are not influenced by the tilt angle α and the \({\chi }_{zzz}^{(2)}\), \({\chi }_{zxx}^{(2)}\) and \({\chi }_{xxz}^{(2)}\) susceptibilities are in phase with respect to each other. Im(\({\chi }_{xyz}^{(2)}/{\chi }_{zxx}^{(2)}\)) on the other hand shows pronounced values both in the positive and negative ranges (Fig. 2l), indicating that the \({\chi }_{xyz}^{(2)}\) component has a phase shift with respect to \({\chi }_{zzz}^{(2)}\), \({\chi }_{zxx}^{(2)}\) and \({\chi }_{xxz}^{(2)}\). Similar to the real part, a doubleGaussian was fitted to the Im(\({\chi }_{xyz}^{(2)}/{\chi }_{zxx}^{(2)}\)) distribution and yielded a weighted average of 0.31 ± 0.05.
The results from the longitudinal and oblique cuts showed that the real part of \({\chi }_{zzz}^{(2)}/{\chi }_{zxx}^{(2)}\) remains constant, as expected since this is structural property of the fibres and so should not depend on their 3D orientation. In addition, the results suggest that the imaginary parts of the \({\chi }_{zzz}^{(2)}/{\chi }_{zxx}^{(2)}\) and \({\chi }_{xxz}^{(2)}/{\chi }_{zxx}^{(2)}\) are negligible and independent of α. Hence, to reduce the number of fitting parameters for the transverse cut, the fitting was performed by fixing Re(\({\chi }_{zzz}^{(2)}/{\chi }_{zxx}^{(2)}\)) = 1.7, Im(\({\chi }_{zzz}^{(2)}/{\chi }_{zxx}^{(2)}\)) = 0, Re(\({\chi }_{xxz}^{(2)}/{\chi }_{zxx}^{(2)}\)) = 1 and Im(\({\chi }_{xxz}^{(2)}/{\chi }_{zxx}^{(2)}\))=0. Under these constrains, the real and imaginary parts of the chiral contribution were fitted, resulting in binomial distributions (Fig. 2o,r, respectively). The weighted average of the modulus of Re(\({\chi }_{xyz}^{(2)}/{\chi }_{zxx}^{(2)}\)) was 0.37 ± 0.04. Similar to the oblique cut, Im(\({\chi }_{xyz}^{(2)}/{\chi }_{zxx}^{(2)}\)) of the transverse cut showed a binomial distribution with a weighted average of the modulus of 0.34 ± 0.05.
The observations demonstrate that, although the secondorder susceptibility components of collagen fibres have a chiral contribution, they can only be observed when the fibres are tilted out of the image plane (α ≠ 0). The presence of imaginary values only for the chiral susceptibility suggests a phase retardation between chiral (\({\chi }_{xyz}^{(2)}\)) and achiral (\({\chi }_{zzz}^{(2)}\), \({\chi }_{zxx}^{(2)}\) and \({\chi }_{xxz}^{(2)}\)) components. Previous studies have used a complex \({\chi }_{xyz}^{(2)}\) component to model SHGCD, which resulted in qualitative agreement between SHGCD simulations and experiments^{44}. The phase difference can occur due to presence of a resonance transition near either the fundamental laser wavelengths and/or the SHG wavelengths. The wavelength that was used in this study however, was far from the collagen absorption wavelength which was shown to be around 200 nm^{48}. Complexvalued susceptibilities can also appear due to the contribution of magnetic dipoles in the nonlinear optical interaction. In this situation, offresonance complexvalued susceptibilities can be observed. In addition, the electric quadrupole effects can lead to phase retardation between the susceptibility components^{30,39,49}. Performing a spectroscopic DSMP measurement will shine light to the actual origin of the imaginary components of χ^{(2)} and consequently the chiroptical properties of collagen.
Given the real and imaginary parts of the chiral susceptibility component ratio, the phase and amplitude of the chiral ratio for each pixel can be extracted. Figure 3 shows colour maps of the amplitudes (Fig. 3a,c) and phases (Fig. 3b,d) of \({\chi }_{xyz}^{(2)}/{\chi }_{zxx}^{(2)}\) for each pixel for the different cut angles. The occurrence histogram of the amplitudes and the phases are shown below each image. The amplitude of the chiral ratio shows a small variation centred around \({\chi }_{xyz}^{(2)}/{\chi }_{zxx}^{(2)}=0.65\pm 0.02\) for the oblique cut and 0.52 ± 0.01 for the transverse cut. The phase varies from −π to π and the corresponding values are represented from blue to red. The occurrence histograms of the phase show two peaks occurring at −44 ± 1° and 122 ± 1° for the oblique cut and −46 ± 1° and 128 ± 1° for the transverse cut. Thus, the differences between the two peaks are 166 ± 3° and 174 ± 1°, respectively. This can be attributed to the antiparallel arrangement of collagen fibres in the tendon fascicle, as previously reported^{50,51,52,53,54}.
The \({\chi }_{xyz}^{(2)}/{\chi }_{zxx}^{(2)}\) amplitude and phase are the two new parameters extracted for the first time. The amplitude can be used to detect variation in collagen absolute chirality over the image. Figure 3a,c show that most of the fascicles in pig tendon have similar chirality amplitude albeit opposite polarity, while only a few areas show a slightly different amplitude. It can also be seen that the borders between opposite polarities show slightly lower chiral ratio amplitude. It is likely that collagen with different chirality amplitude can be revealed in the amplitude image, and could present an interesting avenue to explore the possibility of separating different types of collagen in the same tissue. On the other hand, the sign of phase image is sensitive to the polarity of collagen (Fig. 3b,d). Therefore, phase image can be used to investigate polar arrangement of collagen in the tissue at the diffractionlimited resolution.
SHGCD of collagen
The data for SHGCD involving RCP and LCP incoming polarisations are contained in the full DSMP measurement, so that the calculated parameters from DSMP presented in the previous sections can be used to analyse the SHGCD images. These images are shown in Fig. 4. For the longitudinal sample the values are centred on zero (0.02 ± 0.09) and the colour map appears dim, but the values still show a spatial nonrandom structure that is not solely due to noise. The distribution is symmetric around zero, showing that small deviation of fibre orientations occurs outwards on both sides of the image plane, according to Eqs (12) and (13). For nonzero cut angles, both positive and negative values are present in the SHGCD images and the occurrence histograms show a binomial distribution with different amplitudes. This behaviour has been previously reported^{42,44}. The SHGCD images closely resemble phase images of the chiral ratio, which can be understood by looking at Eqs (12) and (13). The measured SHGCD signals for (α ≠ 0) indicate that collagen fibres have a significant \({\chi }_{xyz}^{(2)}\) term. In addition, there is a phase difference, Δ, between \({\chi }_{xyz}^{(2)}\) and the nonchiral susceptibility tensor components. This is related to the presence of nonzero imaginary parts of the \({\chi }_{xyz}^{(2)}\) susceptibility, as shown in the DSMP measurements above.
Equation (12) and (13) show that the presence of both positive and negative values for SHGCD can be due to collagen fibres of the same chirality but with opposite orientation (polarity). The assembly of collagen fibres of opposite polarity has been previously reported in studies using electron microscopy^{50}, piezoelectric force microscopy^{51,52}, interferometric SHG microscopy^{53,54} and polarimetric SHG microscopy with linearly polarised light^{29}. This interpretation is further supported by the binomial distribution of SHGCD values lying symmetrically from zero. In the transverse cut the positive and negative values are organised into islands, indicating that fibres have dominant orientation either parallel or antiparallel with neighbouring fibres. The change in the polarity of the collagen fibrils changes the sign of the achiral χ^{(2)} tensor components^{21}, while chiral tensor components preserve the same sign under rotation. Hence, the sign of SHGCD can be used to determine the relative outofplane tilt angle of the fibres. On the other hand, the SHGCD magnitude depends on the values of susceptibility components, the retardance between chiral and achiral components and the tilt angle α, so that interpretation is not straightforward and requires apriori knowledge of 2 of the 3 aforementioned parameters.
In the previous section the values of \({\chi }_{zzz}^{(2)}/{\chi }_{zxx}^{(2)}\), \({\chi }_{xxz}^{(2)}/{\chi }_{zxx}^{(2)}\) and \({\chi }_{xyz}^{(2)}/{\chi }_{zxx}^{(2)}\) were extracted. In addition, it was shown that the achiral \({\chi }_{zzz}^{(2)}\), \({\chi }_{zxx}^{(2)}\) and \({\chi }_{xxz}^{(2)}\) components are in phase, which indicates that Δ_{zzz,zxx} = Δ_{xxz,zxx} = 0. On the other hand, the chiral component is not in phase with the other components. Using \({\chi }_{xxz}^{(2)}/{\chi }_{zxx}^{(2)}=1\), as validated above, and using the phase differences between chiral and each achiral components Δ_{zzz,xyz} = Δ_{zxx,xyz} = Δ_{xxz,xyz} = Δ, Eqs (12) and (13) can be simplified as:
The dependence of SHGCD on the angle, α, and the retardance, Δ, for different values of chiral ratio can be examined. In Fig. 5a, Δ is fixed at π/4 and Eq. (14) is plotted for different values of \({\chi }_{xyz}^{(2)}\) as a function of α, showing that the SHGCD is zero for fibres lying in or perpendicular to the image plane (α = 0° and 90°, respectively). Further, there are two values of α (±30°) for which the absolute value of SHGCD is maximum. In Fig. 5b, α is fixed at 30° and Eq. (14) is plotted for different values of \({\chi }_{xyz}^{(2)}\) as a function of Δ. It can be seen that, for larger values of the phase retardation, the SHGCD response is larger. In both graphs, it is seen that larger \({\chi }_{xyz}^{(2)}\) leads to larger absolute SHGCD values. For collagen in the same tissue regions \({\chi }_{xyz}^{(2)}\) and Δ are expected to have only small variations, so that the main factors affecting the SHGCD values stems from the polarity and tilt angle.
Conclusion
All complexvalued observable χ^{(2)} laboratoryframe susceptibility components were extracted for collagen fibres in pig tendon cut at different orientation angles, and were further used to deduce the chiral, \({\chi }_{xyz}^{(2)}/{\chi }_{zxx}^{(2)}\), and achiral, \({\chi }_{zzz}^{(2)}/{\chi }_{zxx}^{(2)}\) and \({\chi }_{xxz}^{(2)}/{\chi }_{zxx}^{(2)}\), molecular susceptibility component ratios. The imaginary part of chiral ratio showed significant values, indicating retardance between the chiral and achiral molecular susceptibility components. The achiral molecular susceptibility component ratios had no retardance between each other. The imaginary contribution indicates a significant presence of magnetic dipole and/or quadrupole effects in the SHG imaging of collagen at offresonance wavelengths. The imaginary components of \({\chi }_{xyz}^{(2)}\) are directly related to SHGCD. The equation for the SHGCD of thin biological tissues was derived and the values were found to be significant when three conditions are simultaneously met: (i) a nonzero outofimageplane fibre orientation angle, α ≠ 0, (ii) presence of chiral components, \({\chi }_{xyz}^{(2)}\), and (iii) a nonzero phase difference between the \({\chi }_{xyz}^{(2)}\) and the other susceptibility components. By assuming that collagen fibres have similar molecular susceptibilities at any particular wavelength in the same tissue, the SHGCD can be interpreted as indicating outofimageplane tilt angle α, where positive and negative values represent opposite polarities.
Extraction of the molecularratio parameters, including the achiral and chiral ratio, and chiral amplitude and phase, provides a sensitive tool for ultrastructural characterisation of collagen. The collagen alterations are known to occur with diseases such as tumour initiation, progression and metastatic spread^{4,5,6,7,8,9,10,11,12,13,14}. Further, the SHGCD results can reveal the polarity of collagen fibres in the tissue. The polarity information can be used to investigate the piezoelectric and pyroelectric properties of collagen that are relevant for studying various tissues including bone and tendon^{55,56,57,58}. SHGCD can also be used as a method to investigate the 3D orientation of collagen in the sample. In addition, since SHGCD has been already used as a new tool to differentiate normal from diseased tissues^{23}, a better understanding of the underlying physical mechanisms of SHGCD signals can help with interpretation of the results.
Therein lies the potential for translation of these findings into clinical impact as a means to further improve the diagnostic sensitivity and/or specificity of nonlinear labelfree histopathology in, for example, biopsied tissues.
Data Availability
The datasets generated during and/or analysed during the current study are available from the corresponding author on reasonable request.
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Acknowledgements
This work was supported by Natural Sciences and Engineering Research Council of Canada (NSERC) (RGPIN201706923, DGDND20170009906923, CHRPJ 46284214), the Canadian Institutes of Health Research (CIHR) (CPG134752), and the European Regional Development Fund under Measure No. 01.2.2.LMTK718 (project No. 1.2.2.LMTK718020016).
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A.G. and V.B. conceived the experiments. L.K. built the instrument and programmed the analysis software. A.G., L.K., S.K., V.B. and K.M. derived the theoretical equations. A.G. conducted the experiments. A.G. and L.K. analysed the results. M.A. prepared the samples and provided the anatomical background knowledge. A.G., V.B.and B.W. wrote the manuscript. All authors reviewed the manuscript.
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Golaraei, A., Kontenis, L., Mirsanaye, K. et al. Complex Susceptibilities and Chiroptical Effects of Collagen Measured with Polarimetric SecondHarmonic Generation Microscopy. Sci Rep 9, 12488 (2019). https://doi.org/10.1038/s4159801948636w
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DOI: https://doi.org/10.1038/s4159801948636w
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