R.
Gayathri‡
ab,
C. S.
Suchand Sandeep‡
a,
V. S.
Gummaluri
a,
R. Mohamed
Asik
cd,
Parasuraman
Padmanabhan
*ce,
Balázs
Gulyás
cef,
C.
Vijayan
*b and
V. M.
Murukeshan
*a
aCentre for Optical and Laser Engineering (COLE), School of Mechanical and Aerospace Engineering, Nanyang Technological University, 50 Nanyang Avenue, 639798, Singapore. E-mail: mmurukeshan@ntu.edu.sg
bDepartment of Physics, Indian Institute of Technology Madras, Chennai, 600036, India. E-mail: cvijayan@iitm.ac.in
cCognitive Neuroimaging Centre (CONIC), Nanyang Technological University, 59 Nanyang Drive, 636921, Singapore. E-mail: ppadmanabhan@ntu.edu.sg
dDepartment of Animal Science, Bharathidasan University, Tiruchirappalli, 620024, India
eLee Kong Chian School of Medicine, Nanyang Technological University, 608232, Singapore
fDepartment of Clinical Neuroscience, Karolinska Institute, 17176 Stockholm, Sweden
First published on 1st April 2022
Narrow bandwidth, high brightness, and spectral tunability are the unique properties of lasers that make them extremely desirable for fluorescence imaging applications. However, due to the high spatial coherence, conventional lasers are often incompatible for wide-field fluorescence imaging. The presence of parasitic artefacts under coherent illumination causes uneven excitation of fluorophores, which has a critical impact on the reliability, resolution, and efficiency of fluorescence imaging. Here, we demonstrate artefact-free wide-field fluorescence imaging with a bright and low threshold silver nanorod based plasmonic random laser, offering the capability to image finer cellular features with sub-micrometer resolution even in highly diffusive biological samples. A spatial resolution of 454 nm and up to 23% enhancement in the image contrast in comparison to conventional laser illumination are attained. Based on the results presented in this paper, random lasers, with their laser-like properties and spatial incoherence are envisioned to be the next-generation sources for developing highly efficient wide-field fluorescence imaging systems having high spatial and temporal resolution for real-time, in vivo bioimaging.
To extend the benefits of the high photon degeneracy and narrow bandwidth of lasers to wide-field fluorescence imaging, it is essential to reduce its spatial coherence. Several techniques such as phase randomisation using rotating diffusers, spatial light modulators, and nematic liquid crystal devices, vibrating multimode fibers, and scanning micromirrors are used to reduce the coherence of lasers.15–21 However, all these are sequential decorrelation techniques that create time-varying independent speckle patterns, which are eventually averaged out by acquiring a large number of images. The long acquisition times required for reducing the speckle contrast to human perception level, the post-processing requirements, and the vibration noise introduced by the movement of mechanical parts restrict the usability of these techniques for real-time and in vivo wide-field fluorescence imaging applications and in cases that require dynamic imaging.22,23 Hence alternative approaches to develop laser sources with low spatial coherence are essential.
Several methodologies have been proposed and illustrated to subdue the effect of the coherence of lasers by modifying the fundamental cavity design.24–28 The geometry of the laser cavity determines the modes of lasing, spatial emission profile, and coherence properties. Hence, it is possible to control the coherence with modified cavity lasers.29 Of particular interest is the random laser, in which highly scattering particles dispersed in a gain medium act as a cavity for trapping the light and provide sufficient feedback for lasing through multiple scattering.30–36 The absence of a well-defined cavity and optic axis significantly reduces the mode competition, and all the randomly propagating modes contribute to the overall emission in random lasers, resulting in the drastic reduction of spatial coherence. Owing to their low spatial coherence, random lasers effectively reduce the speckle contrast instantaneously, and provide a good signal to noise ratio even in highly scattering environments.37–39
Biological samples are often highly diffusive, which lead to severe scattering, spatial cross talk, and coherent artefacts under conventional laser illumination. In this context, it is worthwhile to investigate the potential of random lasers for bioimaging applications. However, for random lasers to be used as an excitation source in fluorescence bioimaging, their gain must be increased as they typically have low emission intensities owing to the losses inherent to random lasing systems due to the absence of a well-defined cavity. Here, we use a plasmonic random laser with silver nanorod scatterers specifically designed for low threshold and bright lasing emission. The superior light scattering and field localization properties of plasmonic nanostructures are employed to effectively enhance the gain of the random lasing medium.40–42 A wide-field fluorescence imaging system utilizing this spatially incoherent random laser is proposed for overcoming the limitations associated with coherent and broadband illuminations and is demonstrated in epi-illumination and trans-illumination microscopic configurations. Quantitative analysis of the image quality is carried out highlighting the advantages of the proposed technique.
In order to demonstrate the proposed method, a random laser based wide-field fluorescence imaging system capable of trans- and epi-illumination imaging modes is developed. Fig. 2 shows the schematic illustration of the imaging system configuration (see Methods section for technical details). In bioimaging, the interpretations are highly reliant on the quality of the image, which is primarily determined by the resolution and contrast.48 To evaluate the image quality offered by the developed system and to analyze the uniformity of the illumination profile, standard resolution test targets are first imaged by switching the system to bright-field microscopic mode (see Methods section for details). A 1951 USAF high-resolution test target (see ESI section S2†) and a Siemens star test target are used as the standard imaging samples for this purpose. We compare the images recorded using the random laser illumination with the images obtained using a conventional laser and a broadband LED in the same experimental configuration under identical imaging conditions.
To ensure a fair comparison, the bandwidth of the broadband LED source is limited to 25 nm using an interference bandpass filter that is typically used in fluorescence microscopes. In addition, the illumination power density (illumination power/area) is kept to be the same at the imaging plane for all three sources (see Methods section for experimental details). Fig. 3a–c shows the central region of the Siemens star imaged using the LED, conventional laser, and random laser sources, respectively. The effect of coherent artefacts in wide-field imaging is evident from these images. The radius at the tip of the spokes of the Siemens star is 5.2 μm, which directly translates to a spatial frequency of 1102 line pairs (lp) per mm. Upon illumination using the LED (Fig. 3a) and the random laser (Fig. 3c), the tip of the spokes is distinctly visible, corresponding to a lateral resolution of 454 nm, which correlates well to the theoretical resolution limit of 432 nm for the system. On the other hand, with the conventional laser illumination, the spokes in the image are distorted near the center, obscuring the tip, due to coherent artefacts arising from the high degree of coherence of the conventional laser. The circular intensity profile close to the tip of the Siemens star, corresponding to a spatial frequency of 735 lp per mm (equivalent to a resolution of 680 nm, marked by the red circle in the inset), is shown in Fig. 3d. Further, the average contrast of the spokes and its standard deviation corresponding to the radially increasing spatial frequency are plotted in Fig. 3e. From the intensity profile and the contrast plots, it is evident that the artefacts caused by the high spatial coherence of the conventional laser distort the information contained in the image and limit the achievable resolution. The contrast is non-uniform in the image obtained with the conventional laser illumination and shows a spurious spike near the tip, due to the edge ringing artefact arising from its coherence.49 In contrast, illumination using LED and random laser results in artefact-free images with similar intensity profile and contrast.
A statistical evaluation of the information preserved in the images captured using the three illumination sources is carried out to quantitatively assess the performance of the three sources. Considering each image as a matrix of scalar observables, it is possible to correlate these images with a reference image and establish a correlation coefficient, which gives the statistical measure of the linear dependence between the two matrices. We use the Pearson's correlation coefficient for this purpose, defined by,50
(1) |
For the evaluation, an image of the Siemens star recorded using a confocal microscope is used as the reference image. The Pearson's correlation coefficient calculated using eqn (1) for a region of 20 μm × 20 μm size at the center turns out to be 0.81 for the image obtained using the LED, 0.65 for the image obtained using the conventional laser, and 0.83 for the image obtained using the random laser. The presence of coherent artefacts leads to the poor correlation coefficient in the case of the conventional laser. Since the LED source and the random laser have low spatial coherence, images recorded with them are free of coherent artefacts and thus provide a higher correlation with the reference image. This further illustrates the role of the coherence of the illumination source on the image quality and resolution of the system. One of the state-of-the-art techniques to reduce the spatial coherence of conventional laser sources is to employ moving diffusers (often known as laser speckle reducers). Images of the Siemens star test target recorded with the conventional laser illumination in combination with a laser speckle reducer are shown in ESI section S3† for comparison. In order to achieve an image quality equivalent to that offered by the random laser, around 1000 images need to be captured and averaged in this case.
These results show that the spatially incoherent random laser illumination can provide high-resolution, artefact-free images compared to conventional laser illumination. The contrast levels and correlation coefficient recorded with random laser and LED illumination suggest that their performances are identical in bright-field imaging mode. Also, this indicates that the comparison is done in a fair manner. When it comes to fluorescence imaging, the narrow spectrum and high photon degeneracy of the random laser are added advantages that help it to outperform LEDs. Random lasers are expected to provide specific and efficient excitation of fluorophores without spectral bleed through or fluorescence crossover. The unique combination of low spatial coherence with laser-like properties makes the random laser a potential source for wide-field fluorescence bioimaging.
In order to evaluate the capability of the random laser for fluorescence bioimaging, a monolayer cell line of the human embryonic kidney (HEK293T) and a 16 μm thick tissue section of mouse kidney (both stained with Alexa fluor® 568 phalloidin; see Methods section for sample preparation details) are imaged using the random laser based wide-field fluorescence imaging system and the images are compared with those obtained using LED and conventional laser illumination in the same system. The illumination power density at the imaging plane is kept to be the same in all three cases and the images are captured under identical imaging conditions. The mouse kidney tissue section is a multilayered complex structure with large proteins, and hence is more diffusive compared to the monolayered HEK cell line. Initially, the specimens are imaged in trans-illumination geometry, by collecting the directly transmitted (bright-field images) and fluorescence emitted (fluorescence images) light in the transmission direction (see Methods section for details). ESI Fig. S4† shows the bright-field images of HEK cells, which also shows the quality of illumination rendered by each of the sources. The interference rings and speckles are evident in the images recorded with conventional laser illumination. On the contrary, the LED and random laser provide artefact-free illumination to the specimen and hence they are expected to excite the fluorophores evenly. The fluorescence images obtained by exciting the same sample location with LED, conventional laser, and random laser are shown in Fig. 4a, b, and c, respectively. The image contrasts are evaluated for quantitative comparison and is found to be 0.65 for LED, 0.83 for conventional laser and 0.89 for random laser. The images of the mouse kidney section recorded with these sources shown in Fig. 4d–f also present a similar trend with a contrast of 0.71 for LED, 0.78 for conventional laser and 0.87 for random laser illumination.
In both samples, the images captured with the LED source are less bright than those captured with the laser sources. In fluorescence imaging, the emission intensity is highly dependent on the photon degeneracy and the spectral features of the illumination. LEDs by nature have low photon degeneracy and a broad emission spectrum. Even though the bandwidth of the LED was narrowed in these measurements using interference bandpass filters that are typically employed in fluorescence microscopes, the results show that it is still inefficient in exciting the fluorescent molecules when compared to a laser source. On the other hand, despite its high photon degeneracy and narrow bandwidth, conventional laser produces images with less contrast than the random laser. This is due to the non-uniform excitation rendered by the coherent artefacts that distorts the output. This reduces the overall intensity and affects the image quality, as observed.
Reflected light microscopy, also referred to as epi-illumination microscopy, is often the preferred mode for in vivo fluorescence imaging, especially in the case of thick or opaque samples.51 Wide-field fluorescence imaging in epi-illumination mode is carried out to evaluate the potential of random lasers for in vivo imaging applications. Fig. 5a–c shows the epi-fluorescence images of HEK cells and Fig. 6a–c shows the epi-fluorescence images of the mouse kidney section recorded with LED, conventional laser and random laser, respectively. Here also, for HEK293T cells, the image contrast is higher with random laser illumination (0.87) compared to LED (0.58) and conventional laser (0.81). A careful analysis of the image of the HEK cells captured with the conventional laser reveals that some of the structural details are missing when compared to the image obtained with the random laser. One such region with prominent difference is marked by the red square in the images (Fig. 5a–c) and their enlarged view is shown on the right panel. The images captured with conventional laser and random laser illumination are shown alternatingly for direct comparison in the video file attached in the ESI material.† The impairment caused by coherent illumination can be clearly seen in this video. This loss of information in the images recorded with the conventional laser source can be attributed to the uneven excitation caused by coherent artefacts. The same sample region of the HEK cells is imaged with the help of a laser speckle reducer in combination with the conventional laser to verify whether this loss of information is indeed caused by coherent artefacts (see ESI section S5†). By averaging sufficient number of images in this scheme, the effect of coherence is reduced and eventually, the structural details became clearly visible as in the case of random laser based images. This confirms that coherent artefacts are responsible for the loss of information in the image recorded with conventional laser illumination. These coherent artefacts could be arising from the sample surface, or from the optical imperfections and multiple reflections in the optical components, or dust particles in the optical path. It should be noted that the presence of such artefacts from coherent illumination is not readily visible in fluorescence imaging due to the non-coherent nature of the fluorescence emission. This is why it is often not recognized to be a cause of concern in fluorescence imaging. However, this can lead to misinterpretation of the results, and miscalculations or errors in critical fluorescence imaging modalities such as quantitative fluorescence imaging and laser guided surgeries. It should also be noted that the noise and background fluorescence in the mouse kidney section sample are more pronounced in epi-illumination compared to trans-illumination geometry due to the high diffusivity of the sample. Nevertheless, the random laser illumination is capable of providing higher signal to noise ratio and better contrast (0.74) compared to the conventional laser (0.60) and LED (0.41) illuminations, even in such diffusive samples as evident from the images on the right panel of Fig. 6. A contrast enhancement of about 23% with the random laser illumination over the conventional laser illumination is achieved in the case of mouse kidney cells. Results from these measurements clearly illustrate the exemplary features of the random laser for high-resolution, artefact-free, wide-field fluorescence bioimaging. The advantage of the random laser source in fluorescence imaging comes from its laser like photon degeneracy and narrow spectrum, enabling efficient excitation, while the lack of spatial coherence reducing the coherent artefacts associated with conventional lasers. As a result, the fluorescence images obtained with random laser illumination exhibit the highest contrast. In short, the reduction in image quality is due to the coherent artefacts in the case of a conventional laser, and the low photon degeneracy and large bandwidth in the case of the LED source.
The random laser based wide-field fluorescence imaging scheme also presents other potential advantages such as time resolved imaging, owing to the short pulse nature and high photon degeneracy. The acquisition time for fluorescence imaging with the system described here is in the order of few seconds and is primarily limited due to the low repetition rate of the pump laser used (10 Hz). The repetition rate and pulse duration of random lasers are similar to that of their pump lasers.52 Hence, it is possible to upgrade the system for faster image acquisition by the use of a high repetition rate pump laser. In addition, due to the pulsed nature of the random laser excitation, and the nanosecond lifetime of the fluorophore (Alexa fluor® 568 phalloidin) emission, the actual exposure and image acquisition time duration would be of the order of a few microseconds.53,54 The image acquisition time can further be shortened by incorporating an ICCD camera to enable even single shot imaging, potentially to a few nanoseconds.
The scheme described here can also be extended to other wide-field imaging techniques that benefits from laser illumination, such as the total internal reflection fluorescence (TIRF) microscopy and structured illumination microscopy (SIM). It is also noteworthy that the scheme described in this work uses a non-contact (WD = 0.66 mm), dry objective, which is advantageous for non-invasive, in vivo imaging applications. Further, the capability of the random laser for artefact-free imaging allows it to be used directly for bright-field imaging as well, wherein the conventional laser-based fluorescence microscopes generally rely on an auxiliary broadband source for bright-field imaging, especially to pan through the sample surface and for adjusting the focus. The use of a random laser source can thus enable homogenous illumination and faster switching between fluorescence and bright-field imaging modes, which are potentially useful for in vivo bioimaging and FGS. In contrast to LED sources, the narrow bandwidth of the random laser enables specific excitation of the fluorophore in samples consisting of multiple fluorophores, keeping bleed-through and background to a minimum, enabling better contrast imaging. The current drawback of random lasers is their relatively lower power densities due to low lasing efficiency, which may limit their application in samples with low fluorescence yield. However, recent advances in bright and electrically pumped random lasing systems demonstrate higher efficiencies and output powers.55–57 Fluorescence microscopy systems utilizing such random laser sources for sample excitation present unique advantages such as high-resolution, real-time, non-contact, and in vivo imaging capabilities, producing exceptionally bright and artefact-free images.
Illumination power at the imaging plane is measured using a calibrated power sensor (S120VC, Thorlabs) connected to a power meter console (PM100A, Thorlabs). The power density is calculated by evaluating the area of illumination from the bright-field microscopic image. For comparison of the image quality, images are also captured by illuminating the sample with the LED source and the conventional laser source at the same wavelength and power density (2.02 μW mm−2). For the LED illumination measurement, the random laser source is replaced with a white light LED (PSX501, Thorlabs) and the fluorescence excitation filter allows only 25 nm bandwidth light centered around 560 nm to reach the sample. For the conventional laser illumination measurement, a tunable pulsed laser (VIBRANT 355 II, OPOTEK Inc., 567 nm, 5 ns pulse width, 10 Hz repetition rate) is used. The spectra of the three illumination sources reaching the sample are shown in ESI Fig. S7.† All the fluorescence images presented in this paper are obtained by accumulating 10 images, each captured with 10 s exposure time. The fluorescence images are pseudo-colored using MATLAB®.
A monolayer cell line of the human embryonic kidney (HEK293T) and a 16 μm thick tissue section of mouse kidney, both stained with Alexa fluor® 568 phalloidin are used as specimens for fluorescence imaging. Alexa fluor® 568 phalloidin has excitation maximum at 578 nm and emission maximum at 600 nm (The random laser was specifically fabricated to have a lasing wavelength close to this excitation maximum). The mouse kidney section is purchased from Thermo Fisher Scientific (F24630, Fluocells prepared slide #3) and is used as received. The sample consists of a 16 μm thick cryo section of mouse kidney with its filamentous actin in glomeruli and the brush border stained with Alexa fluor® 568 phalloidin. The HEK293T cells are cultured in the laboratory using the following protocol.
Footnotes |
† Electronic supplementary information (ESI) available. See DOI: 10.1039/d1na00866h |
‡ These authors contributed equally to this work. |
This journal is © The Royal Society of Chemistry 2022 |