Adipose tissue derived stem cells (ASCs) has applications in soft tissue replacement-based tissue engineering. ASCs can potentially reduce many of the disadvantages of autologous fat transplantation such as donor-site morbidity and immune system rejection. Although, ASCs hold clinical relevance as a potential cell therapy candidate, widespread use of them is hampered due to inadequate data on the fate of stem cells after transplant. Hence a method to facilitate long term tracking of the cells will enable better understanding of stem cell fate in stem cell-based therapeutics. Here, we employ biocompatible surface functionalized nanorods for tracking the adipogenesis and osteogenesis differentiation of ASCs. Anisotropic plasmonic nanostructures based on silver (Ag) and gold (Au) have received much attention owing to their tunable size and shape dependent localized surface plasmon resonance (LSPR) with multiple applications such as biological contrast agents, photothermal conversion, plasmon-enhanced spectroscopies, optical sensors and in catalysis. Hyperspectral microscopy combining both nanoscale imaging and spectral characteristics from plasmonic nanostructures provides a powerful tool for their identification and quantitative spectral analysis of plasmonic nanostructures with unprecedented level of details. Here, we present the analysis of single particle spectroscopy of gold nanorods and their orientation dependent scattering properties using hyperspectral microscopy and validated with correlated high-resolution electron microscopy. Fairly monodisperse gold nanorods with bright longitudinal SPR centered at about 663 nm were synthesized using bromide-free surfactant mixture consisting of cetyltrimethylammonium chloride and sodium oleate. The nanorods were successfully characterized by UV-Visible spectroscopy, DLS, XPS, and TEM results. Dark-field hyperspectral and second harmonic generation (SHG) microscopy were performed on individual gold nanorods and their optical scattering spectra were analyzed for imaging orientation of single nanorods. The initial results revealed scattering spectra from individual gold nanorods displayed measurable spectral-shifts from their collective LSPR spectrum from bulk measurements performed using UV-Visible spectroscopy. The analysis and utility of gold nanorods for labeling stem cells and the orientation dependent spectral features of nanorods inside the cells will be characterized and discussed in detail. The cell viability, differentiation capacity, gene expression, potential cytotoxicity due to nanorods such as inflammatory molecule and reactive oxygen species production, adipogenic and osteogenic potential will be evaluated using histochemical staining and quantitative polymerase chain reaction (qPCR). The study has implications towards tracking individual nanorods in complex biological systems and beyond.
Mesenchymal stem cells derived from adult adipose tissue possess the ability to differentiate into adipocytes, osteocytes, and chondrocytes which in turn can be developed into adipose tissues, cartilages, and bones. This regenerative characteristics has fueled the need to define improved stem-cell analysis protocol for enabling investigation of the differentiation process efficiently, economically, and non-invasively by start-of-the art imaging modalities. Here, we have demonstrated hyperspectral microscopy-based label-free imaging approach to study ASCs at a single-cell level. ASCs has been stimulated to become osteocytes using the growth media containing β –glycerophosphate, L-ascorbic acid 2-phosphate sesquimagnesium salt hydrate, and dexamethasone. Further, ASCs were stimulated to form adipocytes using the growth media containing biotin, pantothenate, bovine insulin, IBMX, penicillin, rosiglitazone, and dexamethasone.
In the present study, dark-field based hyperspectral Imaging (HSI) technique has been utilized to image single as well as multiple osteoblasts and adipocytes in salt media grown on the glass substrate. The spectral response of the cells at each pixel of the images were recorded in the visible-NIR range (400-900 nm). Response is stored in the three dimensional data-cube formed with two spatial dimensions and one spectral dimension. No special tagging or staining of the ASCs and derived osteoblasts, adipocytes has been done, as more likely required in traditional microscopy techniques. Incident light is diffracted at multiple angles and hence scattering response received after transmission is different even within the single cell due to sub-cellular heterogeneities present in the control and differentiating ASCs.
Based on dark-field images of control and differentiated sample, we found significant structural and spectral distinctiveness at day 14 onwards for differentiated osteoblasts and at day 6 onwards for adipocytes. Fourier filtering of images provides good visual inspection of structural modifications. Spectral data from the cellular surface and intracellular markers, and secreted molecules is stored to build the spectral libraries. Matrix-assisted laser deposition/ionization (MALDI) spectrometry technique is performed on control and differentiated cells to obtain insight of sub-cellular single molecules, mineral deposits, fats, proteins, and other biological mono-constituents. In the hyperspectral images, the entire spectrum is stored within each pixel as a vector where the number of spectral bands (wavelength range) equals vector dimension and the corresponding intensity signifies the component of the individual vector. Spectral signatures from the identified lipids are then matched to the in vitro stem-cells via spectral angle mapping (SAM) algorithms. By computing angle between two pixels, remarkable spectral similarity and dissimilarity are identified between control and differentiated stem cells. Pseudo-colored differentiating maps are produced by calibrating ‘match’ threshold. Secondary validation to the HSI is provided by evaluating optical images with template-match and edge-detection algorithms as well as second-harmonic generation microscopy to investigate osteoblasts.
Establishing this label-free protocol with minimum specimen preparation enables promising outcomes to overcome phototoxicity effect of traditional microscopy such as fluorescence/staining bleaching errors. The study would lead to high-throughput identification of patient specific derived cells for clinical use preventing mass rejection, and advance our understanding of the behavior of stem cellular clusters undergoing adipogenic and osteogenic differentiation.
Orientation of plasmonic nanostructures is an important feature in many nanoscale applications such as catalyst, biosensors DNA interactions, protein detections, hotspot of surface enhanced Raman spectroscopy (SERS), and fluorescence resonant energy transfer (FRET) experiments. However, due to diffraction limit, it is challenging to obtain the exact orientation of the nanostructure using standard optical microscope. Hyperspectral Imaging Microscopy is a state-of-the-art visualization technology that combines modern optics with hyperspectral imaging and computer system to provide the identification and quantitative spectral analysis of nano- and microscale structures. In this work, initially we use transmitted dark field imaging technique to locate single nanoparticle on a glass substrate. Then we employ hyperspectral imaging technique at the same spot to investigate orientation of single nanoparticle. No special tagging or staining of nanoparticle has been done, as more likely required in traditional microscopy techniques. Different orientations have been identified by carefully understanding and calibrating shift in spectral response from each different orientations of similar sized nanoparticles. Wavelengths recorded are between 300 nm to 900 nm. The orientations measured by hyperspectral microscopy was validated using finite difference time domain (FDTD) electrodynamics calculations and scanning electron microscopy (SEM) analysis. The combination of high resolution nanometer-scale imaging techniques and the modern numerical modeling capacities thus enables a meaningful advance in our knowledge of manipulating and fabricating shaped nanostructures. This work will advance our understanding of the behavior of small nanoparticle clusters useful for sensing, nanomedicine, and surface sciences.
Access to the requested content is limited to institutions that have purchased or subscribe to SPIE eBooks.
You are receiving this notice because your organization may not have SPIE eBooks access.*
*Shibboleth/Open Athens users─please
sign in
to access your institution's subscriptions.
To obtain this item, you may purchase the complete book in print or electronic format on
SPIE.org.
INSTITUTIONAL Select your institution to access the SPIE Digital Library.
PERSONAL Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.