Differential remodeling of extracellular matrices by breast cancer initiating cells.

Cancer initiating cells (CICs) have been the focus of recent anti-cancer therapies, exhibiting strong invasion capability via potentially enhanced ability to remodel extracellular matrices (ECM). We have identified CICs in a human breast cancer cell line, MX-1, and developed a xenograft model in SCID mice. We investigated the CICs' matrix-remodeling effects using Second Harmonic Generation (SHG) microscopy to identify potential phenotypic signatures of the CIC-rich tumors. The isolated CICs exhibit higher proliferation, drug efflux and drug resistant properties in vitro; were more tumorigenic than non-CICs, resulting in more and larger tumors in the xenograft model. The CIC-rich tumors have less collagen in the tumor interior than in the CIC-poor tumors supporting the idea that the CICs can remodel the collagen more effectively. The collagen fibers were preferentially aligned perpendicular to the CIC-rich tumor boundary while parallel to the CIC-poor tumor boundary suggesting more invasive behavior of the CIC-rich tumors. These findings would provide potential translational values in quantifying and monitoring CIC-rich tumors in future anti-cancer therapies. CIC-rich tumors remodel the collagen matrix more than CIC-poor tumors.

qFibrosis: a fully-quantitative innovative method incorporating histological features to facilitate accurate fibrosis scoring in animal model and chronic hepatitis B patients.

BACKGROUND & AIMS: There is increasing need for accurate assessment of liver fibrosis/cirrhosis. We aimed to develop qFibrosis, a fully-automated assessment method combining quantification of histopathological architectural features, to address unmet needs in core biopsy evaluation of fibrosis in chronic hepatitis B (CHB) patients. METHODS: qFibrosis was established as a combined index based on 87 parameters of architectural features. Images acquired from 25 Thioacetamide-treated rat samples and 162 CHB core biopsies were used to train and test qFibrosis and to demonstrate its reproducibility. qFibrosis scoring was analyzed employing Metavir and Ishak fibrosis staging as standard references, and collagen proportionate area (CPA) measurement for comparison. RESULTS: qFibrosis faithfully and reliably recapitulates Metavir fibrosis scores, as it can identify differences between all stages in both animal samples (p<0.001) and human biopsies (p<0.05). It is robust to sampling size, allowing for discrimination of different stages in samples of different sizes (area under the curve (AUC): 0.93-0.99 for animal samples: 1-16 mm(2); AUC: 0.84-0.97 for biopsies: 10-44 mm in length). qFibrosis can significantly predict staging underestimation in suboptimal biopsies (<15 mm) and under- and over-scoring by different pathologists (p<0.001). qFibrosis can also differentiate between Ishak stages 5 and 6 (AUC: 0.73, p=0.008), suggesting the possibility of monitoring intra-stage cirrhosis changes. Best of all, qFibrosis demonstrates superior performance to CPA on all counts. CONCLUSIONS: qFibrosis can improve fibrosis scoring accuracy and throughput, thus allowing for reproducible and reliable analysis of efficacies of anti-fibrotic therapies in clinical research and practice.

Toward surface quantification of liver fibrosis progression.

Monitoring liver fibrosis progression by liver biopsy is important for certain treatment decisions, but repeated biopsy is invasive. We envision redefinition or elimination of liver biopsy with surface scanning of the liver with minimally invasive optical methods. This would be possible only if the information contained on or near liver surfaces accurately reflects the liver fibrosis progression in the liver interior. In our study, we acquired the second-harmonic generation and two-photon excitation fluorescence microscopy images of liver tissues from bile duct-ligated rat model of liver fibrosis. We extracted morphology-based features, such as total collagen, collagen in bile duct areas, bile duct proliferation, and areas occupied by remnant hepatocytes, and defined the capsule and subcapsular regions on the liver surface based on image analysis of features. We discovered a strong correlation between the liver fibrosis progression on the anterior surface and interior in both liver lobes, where biopsy is typically obtained. The posterior surface exhibits less correlation with the rest of the liver. Therefore, scanning the anterior liver surface would obtain similar information to that obtained from biopsy for monitoring liver fibrosis progression.

Pulse-modulated second harmonic imaging microscope quantitatively demonstrates marked increase of collagen in tumor after chemotherapy.

Pulse-modulated second harmonic imaging microscopes (PM-SHIMs) exhibit improved signal-to-noise ratio (SNR) over conventional SHIMs on sensitive imaging and quantification of weak collagen signals inside tissues. We quantify the spatial distribution of sparse collagen inside a xenograft model of human acute myeloid leukemia (AML) tumor specimens treated with a new drug against receptor tyrosine kinase (ABT-869), and observe a significant increase in collagen area percentage, collagen fiber length, fiber width, and fiber number after chemotherapy. This finding reveals new insights into tumor responses to chemotherapy and suggests caution in developing new drugs and therapeutic regimens against cancers.

Fibro-C-Index: comprehensive, morphology-based quantification of liver fibrosis using second harmonic generation and two-photon microscopy.

We develop a standardized, fully automated, quantification system for liver fibrosis assessment using second harmonic generation microscopy and a morphology-based quantification algorithm. Liver fibrosis is associated with an abnormal increase in collagen as a result of chronic liver diseases. Histopathological scoring is the most commonly used method for liver fibrosis assessment, where a liver biopsy is stained and scored by experienced pathologists. Due to the intrinsic limited sensitivity and operator-dependent variations, there exist high inter- and intraobserver discrepancies. We validate our quantification system, Fibro-C-Index, with a comprehensive animal study and demonstrate its potential application in clinical diagnosis to reduce inter- and intraobserver discrepancies.

Nonlinear optical microscopy: use of second harmonic generation and two-photon microscopy for automated quantitative liver fibrosis studies.

Liver fibrosis is associated with an abnormal increase in an extracellular matrix in chronic liver diseases. Quantitative characterization of fibrillar collagen in intact tissue is essential for both fibrosis studies and clinical applications. Commonly used methods, histological staining followed by either semiquantitative or computerized image analysis, have limited sensitivity, accuracy, and operator-dependent variations. The fibrillar collagen in sinusoids of normal livers could be observed through second-harmonic generation (SHG) microscopy. The two-photon excited fluorescence (TPEF) images, recorded simultaneously with SHG, clearly revealed the hepatocyte morphology. We have systematically optimized the parameters for the quantitative SHG/TPEF imaging of liver tissue and developed fully automated image analysis algorithms to extract the information of collagen changes and cell necrosis. Subtle changes in the distribution and amount of collagen and cell morphology are quantitatively characterized in SHG/TPEF images. By comparing to traditional staining, such as Masson's trichrome and Sirius red, SHG/TPEF is a sensitive quantitative tool for automated collagen characterization in liver tissue. Our system allows for enhanced detection and quantification of sinusoidal collagen fibers in fibrosis research and clinical diagnostics.

Illumination and fluorescence collection volumes for fiber optic probes in tissue.

Optical fibers can deliver light to, and collect it from, regions deep in tissue. However, reported illumination and fluorescence collection volumes adjacent to the fiber tip have been inconsistent, and systematic data on this topic are not available. Illumination and fluorescence collection profiles were characterized with high spatial resolution for different optical fibers in tissue and various fluids using two-photon flash photolysis and excitation. We confirm that illumination and fluorescence collection volumes for optical fibers are near identical. Collection volume is determined by the core dimensions and numerical aperture (NA) of the fiber and the scattering properties of the medium. For a multimode optical fiber with 100 microm core diam and NA=0.22, 80% of the total fluorescence is collected from a depth of 170 microm in tissue and 465 microm in nonscattering fluid. A semiempirical mathematical description of photon flux adjacent to the fiber tip was also developed and validated. This was used to quantify the extent of temporal blurring associated with propagation of a wavefront of altered fluorescence emission across the region addressed by fiber optic probes. We provide information that will facilitate the design of optical probes for tissue imaging or therapeutic applications.

Cardiac electrophysiology and tissue structure: bridging the scale gap with a joint measurement and modelling paradigm.

Significant tissue structures exist in cardiac ventricular tissue that are of supracellular dimension. It is hypothesized that these tissue structures contribute to the discontinuous spread of electrical activation, may contribute to arrhymogenesis and also provide a substrate for effective cardioversion. However, the influences of these mesoscale tissue structures in intact ventricular tissue are difficult to understand solely on the basis of experimental measurement. Current measurement technology is able to record at both the macroscale tissue level and the microscale cellular or subcellular level, but to date it has not been possible to obtain large volume, direct measurements at the mesoscales. To bridge this scale gap in experimental measurements, we use tissue-specific structure and mathematical modelling. Our models have enabled us to consider key hypotheses regarding discontinuous activation. We also consider the future developments of our intact tissue experimental programme.

Intramural measurement of transmembrane potential in the isolated pig heart: validation of a novel technique.

INTRODUCTION: Transmembrane potentials can be recorded at multiple intramural sites in the intact heart using fiber optic probes or optrodes. The technique has considerable potential utility for studies of arrhythmia and defibrillation, but has not been validated in large mammalian hearts. METHODS AND RESULTS: An optrode was used to acquire intramural transmembrane potentials in six isolated Langendorff-perfused pig hearts. Mechanical activity was suppressed with 2,3-butanedione monoxime (BDM). Excitation light (488 nm) was delivered to and fluorescence collected from six sites, each spaced 1.4 mm apart across the left ventricle (LV) free wall that was stained with di-4 ANEPPS. Intramural membrane potentials were compared with extracellular potentials recorded at adjacent locations in sinus rhythm, and during atrial and subepicardial ventricular pacing (1-3 Hz). In three hearts, epicardial intracellular potentials were also measured close to the optrode. Optical action potentials were reproducible, with no significant transmural variation in morphology. There was close correspondence between subepicardial optical and intracellular potentials (R2 = 0.948, n = 23). The onset of activation at and its progression across adjacent optical and extracellular recording sites were consistent, as was the variation of action potential duration (APD) with cycle length. However, there was greater variability in absolute APD estimated from optical and extracellular records (R2 = 0.773, n = 258). Comparison of extracellular potentials at the same intramural sites in vivo confirms that heart isolation and BDM slow electrical propagation and depress restitution relationships, but otherwise preserve intramural patterns of electrical activation. CONCLUSIONS: We have demonstrated that our optrode provides reliable intramural transmembrane potential recordings in the isolated pig heart preparation.

Correction of motion artifact in transmembrane voltage-sensitive fluorescent dye emission in hearts.

Fast voltage-sensitive dyes are widely used to image cardiac electrical activity. Typically, the emission spectrum of these fluorochromes is wavelength shifted with altered membrane potential, but the optical signals obtained also decay with time and are affected by contraction. Ratiometry reduces, but may not fully remove, these artifacts. An alternate approach has been developed in which the time decay in simultaneously acquired short- and long-wavelength signals is characterized nonparametrically and removed. Motion artifact is then identified as the time-varying signal component common to both decay-corrected signals and subtracted. Performance of this subtraction technique was compared with ratiometry for intramural optical signals acquired with a fiber-optic probe in an isolated, Langendorff-perfused pig heart preparation (n = 4) stained with di-4-ANEPPS. Perfusate concentration of 2,3-butanedione monoxime was adjusted (7.5-12.5 mM) to alter contractile activity. Short-wavelength (520-600 nm) and long-wavelength (>600 nm) signals were recorded over 8-16 cardiac cycles at 6 sites across the left ventricular free wall in sinus rhythm and during pacing. A total of 451 such data sets were acquired. Appreciable wall motion was observed in 225 cases, with motion artifact classed as moderate (less than modulation due to action potential) in 187 and substantial (more than modulation due to action potential) in 38. In all cases, subtraction performed as well as, or better than, ratiometry in removing motion artifact and decay. Action potential morphology was recovered more faithfully by subtraction than by ratiometry in 58 of 187 and 31 of 38 cases with moderate and substantial motion artifact, respectively. This novel subtraction approach may therefore provide a means of reducing the concentration of uncoupling agents used in cardiac optical mapping studies.