Detection of vulnerable plaques as the underlying cause of myocardial infarction is at the center of attention in cardiology. We have previously shown that infiltration of inflammatory cells in atherosclerotic plaques renders these plaques relatively hot and acidic, with substantial plaque temperature and pH variation. The objective of this investigation was to determine whether near-infrared diffuse reflectance spectroscopy (NIRS) could be used to non-destructively measure the tissue pH in atherosclerotic plaques. NIRS and tissue pH electrode measurements were taken on freshly excised carotid plaques maintained under physiological conditions. The coefficient of determination between NIRS and the pH microelectrode measurement was 0.75 using 17 different areas. The estimated accuracy of the NIRS measurement was 0.09 pH units. These results demonstrate the feasibility of using NIRS tissue pH in freshly excised atherosclerotic plaques in light of marked pH heterogeneity and warrants future in-vivo investigations on pH measurement of atherosclerotic plaques.

BACKGROUND: During hemorrhagic shock blood flow to vital organs is maintained by the diversion of blood from both the splanchnic organs and skeletal muscle. In this swine study, we tested the hypotheses that (1). liver and muscle pH are correlated during both shock and resuscitation and (2). muscle pH during shock is an indicator of potential liver injury after resuscitation. MATERIALS AND METHODS: Hemorrhagic shock was induced over 15 min to lower systolic blood pressure to 40 mm Hg and was maintained for 60 (n = 5) or 90 (n = 5) min. Resuscitation was achieved with shed blood and warm saline to maintain mean pressure >60 mm Hg for 120 min. Liver and muscle pH were measured with microelectrodes throughout the entire shock and resuscitation periods, along with hepatic venous oxygen saturation. Arterial lactate and aspartate aminotransferase were measured at baseline, end of shock, and resuscitation. Correlation between muscle and liver pH was determined. The ability of muscle pH to predict liver injury (40% increase in arterial aspartate aminotransferase) was compared with other predictors: liver pH, arterial lactate, and tonometric-arterial PCO(2) gap. RESULTS: pH values and rates of change were similar in both muscle and liver tissue. Liver pH was well correlated with muscle pH during both shock and resuscitation, R(2) = 0.84. Muscle pH predicts potential liver injury with the same sensitivity as blood lactate in this swine shock model. CONCLUSIONS: Minimally invasive measurement of muscle pH warrants further study as a method to assess splanchnic hypoperfusion and resultant injury.

INTRODUCTION: The "vulnerable plaque" is defined as the "precursor lesion" that ultimately ends in acute coronary thrombi (clots) that create a heart attack. Macrophages and inflammatory cells, found preferentially in vulnerable plaque, sustain their activity in the plaque through anaerobic metabolism and lactate production. The ultimate goal is to assess anaerobic metabolism in-vivo by measuring tissue pH and lactate concentration in atherosclerotic plaques using optical spectroscopy. The proposed in-vitro optical probe design, experimental method, and spectroscopic data analysis methodology are established in this research. METHODS: A fiber optic probe was designed and built based on both Monte Carlo simulations and bench testing with the goal to collect light from a small volume of tissue. A simulation of the depth penetration of the proposed probe was performed on normal and atherosclerotic aortic tissue, and the final probe was bench tested using normal aorta. A method was developed to preserve plaque metabolic status of tissue harvested from patients. Human atherosclerotic tissue obtained immediately after carotid endarterectomy was placed in Minimum Essential Medium (MEM) with non-essential amino acids supplement, bubbled with 75%O2/20%N2/5%CO2 at 37°C. Tissue pH, pCO2, pO2 and temperature with (n=7) and without (n=2) the media preparation over time were reviewed to assess plaque viability and maintenance of physiological conditions. Additional plaques placed in media were used for development of chemometric methods to measure pH and lactate. Areas of each plaque were randomly chosen for analysis. Reflectance spectra were collected with a dispersive spectrometer (400-1100 nm) and a Fourier-transform near-infrared spectrometer (1100-2400 nm) using the fiber optic probe. Reference measurements for tissue pH and lactate were made with glass microelectrodes and micro-enzymatic assay, respectively. Partial least-squares (PLS) data analysis was used to develop multivariate calibration models on an initial set of 5-6 plaques relating the optical spectra to the reference tissue pH (n=20) or the lactate concentration (n=21) to assess data quality. The coefficient of multiple determination (R2), the standard error of cross-validation (SECV), and the number of factors were used to assess the model performance. Additional points were collected from ~14 plaques and added to preliminary data. Pre-processing techniques were then used to see if preliminary data results could be improved by reducing different sources of variability with the introduction of more points. RESULTS: Monte Carlo simulations and depth penetration tests with the final probe design showed light is collected from ~1 mm3 volume of tissue using a 50 micron source-receiver separation. Tissue pH, pCO2, pO2 and temperature values demonstrated that the plaques were viable and stable in the media preparation for a maximum of 4 hours. Data from the first six plaques collected for lactate analysis showed that for seventeen points, a six-factor model produced adequate results (R2=0.83 SECV=1.4 micromoles lactate/gram tissue). Data from the first five plaques collected for tissue pH analysis, showed for seventeen different points, a three-factor model produced adequate results (R2=0.75 SECV=0.09 pH units). When additional points were added to either data set, model results were degraded. CONCLUSIONS: The in-vitro optical probe design and experimental procedures was established and the feasibility of the optical method demonstrated with preliminary data. However, with the addition of more data points, different sources of tissue and spectral variability were observed to affect calibration. The gross pathology type and mismatched optical volume to reference measurement volume limited the tissue pH determination. The reference measurement precision, the spatial resolution of the reference lactate measurement, and unmodeled tissue variability (water and proteins) limited the lactate determination. Large variability in all optical measurements was observed. Additional in-vitro data collection would be required such that the variability due to the tissue is reduced and any spectrometer variability adequately compensated to be able to use the optical calibration in-vivo.

OBJECTIVES: To determine whether the simultaneous measurement of tissue pH, Pco2, and Po2 with a multiple-parameter fiberoptic sensor can be used to indicate the onset of hepatic dysoxia, to determine critical values, and to assess their use in predicting negative outcomes. DESIGN: Prospective animal study. SETTING: University research laboratory. SUBJECTS: Fourteen Yorkshire swine. INTERVENTIONS: Hemorrhagic shock (n = 11) was induced over 15 mins to lower systolic blood pressure to 40 mm Hg and was maintained for 30, 60, or 90 mins. Resuscitation was achieved with shed blood and warm saline to maintain mean pressure >60 mm Hg for 120 mins. Sham animals (n = 3) were subjected to 90 mins of sham shock, followed by a 120-min recovery period. MEASUREMENTS AND MAIN RESULTS: The multiple-parameter sensor continuously measured tissue pH, Pco2, and Po2. pH and Pco2, indicators of anaerobic metabolism, were plotted against tissue Po2. All shocked animals, but no sham animals, showed a biphasic relationship between Po2 and both pH and Pco2. Curves were fit to both an exponential and a dual-line linear function to determine critical values for Po2, pH, and Pco2. The length of time the animal was dysoxic was evaluated as a predictor of negative outcome. Critical values determined from the exponential models were more sensitive indicators of negative outcome than values determined from the linear model and more sensitive than arterial lactate and tonometric intramucosal pH and Pco2. CONCLUSIONS: The multiple-parameter sensor offers the unique opportunity to study solid as well as hollow organ dysoxia through the simultaneous measurement of interstitial pH, Pco2, and Po2 in a small tissue region. The gradual transition from sufficient oxygen availability to dysoxia as a result of hemorrhage was better described by an exponential equation. The length of time that pH was below or Pco2 was above the critical value determined from the exponential model was predictive of a negative outcome.

The purpose of this study was to investigate the feasibility of using near infrared (NIR) spectroscopy of the liver to simultaneously assess oxygen content in combination with tissue pH, an indicator of anaerobic metabolism. Six anesthetized swine were subjected to 45 min of hemorrhagic shock followed by resuscitation with blood and crystalloid. Calibration models between NIR spectra and reference measurements of tissue pH, hepatic venous oxygen saturation (S(V)O2), and blood hemoglobin concentration (Hb) were developed using partial least-squares regression. Model accuracy was assessed using cross validation. The average correlation (R2) between NIR and reference measurements was 0.87, 0.68, and 0.93, respectively for pH, Hb, and S(V)O2. Estimated accuracy, the root mean squared deviation between spectral, and reference measurements was 0.03 pH units, 0.3 g/dL, and 6%. NIR determination of hepatic oxygen content and tissue pH during shock and resuscitation demonstrated that there can be a variance between hepatic venous oxygenation and regional tissue acidosis. NIR spectroscopy provides a technique to explore the implications of post-shock depression of tissue pH and evaluate new methods of resuscitation.