Early prediction of respiratory disease in preweaning dairy calves using feeding and activity behaviors.

Bovine respiratory disease (BRD) represents one of the major disease challenges affecting preweaning dairy-bred calves. Previous studies have shown that differences in feeding and activity behaviors exist between healthy and diseased calves affected by BRD. The aim of this study was to develop and assess the accuracy of models designed to predict BRD from feeding and activity behaviors. Feeding and activity behaviors were recorded for 100 male preweaning calves between ~8 to 42 d of age. Calves were group housed with ad libitum access to milk via automatic milk feeders, water, starter diet, and straw. Activity was monitored via a leg-mounted accelerometer. Health status of individual calves was monitored daily using an adapted version of the Wisconsin Scoring System to identify BRD. Three models were created to predict disease: (1) deviation from normal lying time based on moving averages (MA); (2) random forest (RF), a machine learning technique based on feeding and activity variables; and (3) a combination of RF and MA output. For the MA model, lying time was predicted based on behavior over previous days (3- and 7-d MA) and the expected value for the current day (based on calf age; measured using accelerometers). Data were not split into training and test data sets. Occasions when the actual lying time increased >9% of predicted lying time were classified as a deviation from normal and a disease alert was provided. Both feeding and activity behaviors were included within the RF model. Data were split into training (70%) and test (30%) data sets based on disease events. Events were classified as 2 d before, the day(s) of the disease event, and 2 d after the event. Accuracy of models was assessed using sensitivity, specificity, balanced accuracy, and Matthews correlation coefficient (MCC). If a positive disease prediction agreed with an actual disease event within a 3-d rolling window, it was classified as a true positive. Stand-alone models (RF; MA) showed high specificity (0.95; 0.97), moderate sensitivity (0.35; 0.43), balanced accuracy (0.65; 0.64), and MCC (0.25; 0.29). Combining outputs increased accuracy (specificity = 0.95, sensitivity = 0.54, balanced accuracy = 0.75, MCC = 0.36). The work presented is the first to demonstrate the use of modeling data derived from precision livestock farming techniques that monitor feeding and activity behaviors for early detection of BRD in preweaning calves, offering a significant advance in health management of youngstock.

Crack detection in riveted lap joints using fiber laser acoustic emission sensors.

Fiber laser ultrasonic sensors are demonstrated to be capable of measuring acoustic emission generated by cracks in aluminum panels. A single laser sensor is integrated into a riveted lap joint, which is subject to accelerated fatigue. Acoustic emission generated by crack formation in the panel in addition to other acoustic events due to fretting within the joint are clearly resolved by the laser sensor. Localization of an acoustic emission event is demonstrated with a multiplexed array of three laser sensors. This manuscript also calculates the fundamental limit to displacement resolution of the fiber laser sensor and presents measurements of the directional response to Lamb waves. The high measurement resolution and multiplexing capability of the fiber laser ultrasonic sensor makes it an ideal candidate for structural health monitoring applications.

Coherent light transmission properties of commercial photonic crystal hollow core optical fiber.

Photonic crystal hollow core fiber (PC-HCF) has enabled many exciting new applications in nonlinear optics and spectroscopy. However, to date there has been less impact in coherent applications where preservation of optical phase over long fiber lengths is crucial. This paper presents characteristics of three commercially available PC-HCFs relevant to coherent applications including higher-order mode analysis, birefringence and polarization-dependent loss, and their impact on coherent light transmission in PC-HCF. Multipath interference due to higher-order mode propagation and Fresnel reflection is shown to generate excess intensity noise in transmission, which can be suppressed by up to 20 dB through high frequency phase modulation of the source laser. To demonstrate the potential of PC-HCF in high performance sensing, a Mach-Zehnder interferometer (MZI) incorporating 10 m of PC-HCF in each arm is characterized and demonstrates a phase resolution (59×10(-9) rad/Hz(1/2) at 30 kHz) close to the shot noise limit, which is better than can be achieved in a MZI made with the same length of single mode solid core fiber because of the limit set by fundamental thermodynamic noise (74×10(-9) rad/Hz(1/2) at 30 kHz).

Cyclin E is overexpressed by clear cell carcinomas of the endometrium and is a prognostic indicator of survival.

OBJECTIVE: Upregulation of cyclin E and cyclin D1-6 accelerates the transition from G1 to S phase. The objective of this study was to determine if cyclin D1 and E are prognostic indicators in endometrial cancer. MATERIALS AND METHODS: Surgically-treated patients with endometrial carcinoma had their tumors stained for nuclear expression of cyclin D1 and E. Quantification of staining and measurement of growth phase fraction were performed using image analysis. FIGO stage, grade, and histology were also analyzed. RESULTS: Cyclin D1 and E expression was unrelated to DNA index (p = 0.93). While cyclin D1 expression did not correlate with S+G2M phase fraction (p = 0.69), increased cyclin E expression was directly correlated with increased S+G2M phase fraction (p = 0.002). Cyclin E expression was highest in clear cell carcinomas (p = 0.042) while cyclin D1 expression was highest in adenosquamous carcinomas (p = 0.028). Patients dying from cancer had significantly higher expression of cyclin D1 (p = 0.042) and E (p = 0.02) as compared to patients surviving their disease. Multivariate logistic regression revealed FIGO stage, grade, and lack of cyclin E overexpression to be independent prognostic indicators of survival. CONCLUSION: Cyclin E expression is related to increased growth fraction, clear cell histology, and decreased survival in patients with endometrial cancer.

Fiber-optic, cantilever-type acoustic motion velocity hydrophone.

The interaction between fluid loaded fiber-optic cantilevers and a low frequency acoustic wave is investigated as the basis for an acoustic vector sensor. The displacements of the prototype cantilevers are measured with an integrated fiber laser strain sensor. A theoretical model predicting the frequency dependent shape of acoustically driven planar and cylindrical fiber-optic cantilevers incorporating effects of fluid viscosity is presented. The model demonstrates good agreement with the measured response of two prototype cantilevers, characterized with a vibrating water column, in the regime of Re ≥ 1. The performance of each cantilever geometry is also analyzed. Factors affecting the sensor performance such as fluid viscosity, laser mode profile, and support motion are considered. The planar cantilever is shown to experience the largest acoustically induced force and hence the highest acoustic responsivity. However, the cylindrical cantilever exhibits the smoothest response in water, due to the influence of viscous fluid damping, and is capable of two axis particle velocity measurement. These cantilevers are shown to be capable of achieving acoustic resolutions approaching the lowest sea-state ocean noise.

Methane emissions and rumen metabolite concentrations in cattle fed two different silages.

In this study, 18 animals were fed two forage-based diets: red clover (RC) and grass silage (GS), in a crossover-design experiment in which methane (CH4) emissions were recorded in respiration chambers. Rumen samples obtained through naso-gastric sampling tubes were analysed by NMR. Methane yield (g/kg DM) was significantly lower from animals fed RC (17.8 ± 3.17) compared to GS (21.2 ± 4.61) p = 0.008. In total 42 metabolites were identified, 6 showing significant differences between diets (acetate, propionate, butyrate, valerate, 3-phenylopropionate, and 2-hydroxyvalerate). Partial least squares discriminant analysis (PLS-DA) was used to assess which metabolites were more important to distinguish between diets and partial least squares (PLS) regressions were used to assess which metabolites were more strongly associated with the variation in CH4 emissions. Acetate, butyrate and propionate along with dimethylamine were important for the distinction between diets according to the PLS-DA results. PLS regression revealed that diet and dry matter intake are key factors to explain CH4 variation when included in the model. Additionally, PLS was conducted within diet, revealing that the association between metabolites and CH4 emissions can be conditioned by diet. These results provide new insights into the methylotrophic methanogenic pathway, confirming that metabolite profiles change according to diet composition, with consequences for CH4 emissions.

Fundamental frequency noise properties of extended cavity erbium fiber lasers.

A multimode linear cavity and a single-mode unidirectional ring cavity fiber laser with meter-long cavity lengths are shown to exhibit frequency noise limited by fundamental thermodynamic noise from 100 Hz to 100 kHz. Their measured spectra agree closely with theoretically derived thermodynamic noise and the characteristic dependence of the frequency noise power spectrum on the inverse of the cavity length is observed. The unidirectional ring laser exhibits a frequency noise of 2 Hz/Hz(1/2) at 1 kHz, one of the lowest published values to date from a free-running laser. The multimode linear cavity laser is shown to be a suitable candidate for thermal-noise-limited, meter-long fiber laser strain sensors with a strain resolution of 14 fϵ/Hz(1/2) at 1 kHz.

Feeding behaviour and activity as early indicators of disease in pre-weaned dairy calves.

Across the industry, there is large variation in health status of dairy calves and as a result, disease incidence and antibiotic use is high. This has significant implications for animal welfare, productivity and profitability of dairy and dairy-beef production systems. Technology-based early detection systems could alleviate these issues; however, methods of early detection of disease in dairy calves have not been widely explored. This study aimed to determine whether changes in activity and feeding behaviour can be used as early warning indicators of respiratory disease in calves. In total, 100 pre-weaned male Holstein calves (age: ~8-42 days) were used. Calves were group-housed and provided with starter diet, straw bedding and ad libitum water. Calves were fed milk replacer ad libitum through an automatic calf feeder, and each calf was fitted with a leg-mounted activity monitor. Daily activity and feeding behaviour variables were calculated for each calf. Each calf was assessed daily using a modified version of the Wisconsin Scoring System to assess respiratory disease status. Calves were classed as 'Diseased', 'Intermediate' or 'Healthy' based on their cumulative health score. The peak day of the most extreme illness event was identified for each calf. Data from Diseased and Healthy calves were paired for analysis based on age and BW. Data were compared for the day of peak illness, and for the 3 days previous and post. Compared to healthy calves, diseased calves lay for longer and tended to have longer lying bouts (daily lying: 17.6 ±â€¯0.3 vs 16.7 ±â€¯0.2 h, P < 0.01; bout length: 74.8 ±â€¯10.6 vs 56.0 ±â€¯3.7 min, P = 0.09 for diseased and healthy calves, respectively). Diseased calves fed for a shorter time and had fewer feeder visits (with intake) each day compared to healthy calves (feeding time (min): 19.3 ±â€¯1.4 vs 22.8 ±â€¯1.5; P < 0.05; visits: 2.1 ±â€¯0.2 vs 3.2 ±â€¯0.4; P < 0.05). Importantly, differences between diseased and healthy calves were evident in both activity and feeding behaviour on the days prior to the peak day of disease. Lying bout length was greater in diseased calves for the 2 days prior to the peak day (P < 0.05), lying time was longer on day -1 (P < 0.05) and feeder visits with milk intake were less frequent on day -3 (P < 0.05). Thus, measurement of feeding and activity using precision technology within early detection systems could facilitate early intervention and optimized treatment.

Using animal-mounted sensor technology and machine learning to predict time-to-calving in beef and dairy cows.

Worldwide, there is a trend towards increased herd sizes, and the animal-to-stockman ratio is increasing within the beef and dairy sectors; thus, the time available to monitoring individual animals is reducing. The behaviour of cows is known to change in the hours prior to parturition, for example, less time ruminating and eating and increased activity level and tail-raise events. These behaviours can be monitored non-invasively using animal-mounted sensors. Thus, behavioural traits are ideal variables for the prediction of calving. This study explored the potential of two sensor technologies for their capabilities in predicting when calf expulsion should be expected. Two trials were conducted at separate locations: (i) beef cows (n = 144) and (ii) dairy cows (n = 110). Two sensors were deployed on each cow: (1) Afimilk Silent Herdsman (SHM) collars monitoring time spent ruminating (RUM), eating (EAT) and the relative activity level (ACT) of the cow, and (2) tail-mounted Axivity accelerometers to detect tail-raise events (TAIL). The exact time the calf was expelled from the cow was determined by viewing closed-circuit television camera footage. Machine learning random forest algorithms were developed to predict when calf expulsion should be expected using single-sensor variables and by integrating multiple-sensor data-streams. The performance of the models was tested using the Matthew's correlation coefficient (MCC), the area under the curve, and the sensitivity and specificity of predictions. The TAIL model was slightly better at predicting calving within a 5-h window for beef cows (MCC = 0.31) than for dairy cows (MCC = 0.29). The TAIL + RUM + EAT models were equally as good at predicting calving within a 5-h window for beef and dairy cows (MCC = 0.32 for both models). Combining data-streams from SHM and tail sensors did not substantially improve model performance over tail sensors alone; therefore, hour-by-hour algorithms for the prediction of time of calf expulsion were developed using tail sensor data. Optimal classification occurred at 2 h prior to calving for both beef (MCC = 0.29) and dairy cows (MCC = 0.25). This study showed that tail sensors alone are adequate for the prediction of parturition and that the optimal time for prediction is 2 h before expulsion of the calf.

The challenge of universal literacy.

Universal literacy has always been a goal of the United States. But literacy has been a moving target: criteria have risen as technology advanced. Comprehension skills well beyond simple decoding are now required. Research by educators and psychologists has laid a scientific foundation on which new pedagogic methods can be based. But even with better teaching, the hope that all adults can attain the highest levels of literacy skills may be unrealistic.

Oil shales and carbon dioxide.

During retorting of oil shales in the western United States, carbonate minerals are calcined, releasing significant amounts of carbon dioxide. Residual organic matter in the shales may also be burned, adding more carbon dioxide to the atmosphere. The amount of carbon dioxide produced depends on the retort process and the grade and mineralogy of the shale. Preliminary calculations suggest that retorting of oil shales from the Green River Formation and burning of the product oil could release one and one-half to five times more carbon dioxide than burning of conventional oil to obtain the same amount of usable energy. The largest carbon dioxide releases are associated with retorting processes that operate at temperatures greater than about 600 degrees C.

Flow interruption of the distal radial artery: treatment for finger ischemia in a matured radiocephalic AVF.

PURPOSE: To establish an effective approach for diagnosis and treatment of hand ischemia in matured radiocephalic arteriovenous fistulae (AVF). METHODS: One hundred and fifty end-stage renal disease patients (4% of our practice) presented to our outpatient vascular access facility complaining of a range of symptoms including coldness, numbness and pain in the fingers indicative of ischemia due to steal syndrome. In 15 patients the symptoms of steal syndrome were limited to the fingers, sparing the hand. Physical examination was indicative of steal syndrome caused by shunting of blood from the ulnar artery via the palmar arch, away from the fingers and into the fistula. To confirm the diagnosis, angiography was performed which demonstrated retrograde flow in the distal radial artery (DRA), a hypertrophied palmar arch, and a patent hypertrophied ulnar artery. Ischemia was treated with DRA flow interruption. Transcatheter coil embolization of the DRA (10 patients) was preferred because it proved to be a quick, safe and effective technique. Whenever embolization was not possible ligation of the DRA was performed in accordance with accepted surgical literature (five patients). RESULTS: DRA flow interruption was effectively accomplished by either ligation or coil embolization in all cases. All patients had symptomatic improvement. Complete symptom resolution was experienced by 100% (10/10) of patients who received DRA embolization and by 3/5 patients who required ligation. The average follow-up period was 9 months. There were no complications during the procedure or during the follow-up period. CONCLUSION: Diagnosis using physical examination, angiography and treatment with embolization or ligation of the DRA can be performed with great success in an outpatient setting.

Humoral immune response of patients receiving specific active immunotherapy for renal cell carcinoma.

The object of this study was to characterize the antigens evoking an immune response in renal cell carcinoma (RCC) patients receiving specific active immunotherapy with irradiated autologous tumor cells and Corynebacterium parvum as adjuvant. Seventy serum samples from 11 patients with RCC undergoing specific active immunotherapy were evaluated. Fifty of the 70 serum specimens (71%) had immunoglobulin G antibody directed to autologous tumor cells. Absorption studies were completed on 4 patients (S.E., M.M., R.N., S.V.) with 2 patients (S.V. and M.M.) demonstrating reactivity to a RCC-associated antigen present on their autologous tumor cells. One patient's serum (R.N.) was absorbed not only with autologous tumor cells but also with an allogeneic RCC cell line. The fourth patient's (S. E.) serum reactivity was able to be absorbed only with autologous tumor cells and several, but not all, of the clones of that autologous cell line. Patient S.E. serum binding by clones of RCC cell line RPMI-SE was seen to vary from no ability to bind RPMI-SE in some clones to double the parental binding in others. Consistent with this finding was the demonstration that high serum-binding clones could absorb Patient S.E. serum reactivity to autologous RCC cells, while low binding clones could not. These data suggest a measure of heterogeneity among the parental RCC cell line, as demonstrated by its clones. This study has shown that the autologous tumor vaccine with adjuvant used here was an immunogenic therapeutic agent. The response mounted by these patients was a response to a RCC-associated antigen with the level of reactivity changing with the number of immunizations and disease status. Also suggested by this work is the possible primary tumor heterogeneity, as demonstrated by the differential reactivity seen among clones of a RCC cell line established from such a primary tumor.

Evaluation of an upper hive entrance for control of Aethina tumida (Coleoptera: Nitidulidae) in colonies of honey bees (Hymenoptera: Apidae).

This investigation was conducted to test whether an upper hive entrance may result in reduced Aethina tumida Murray (Coleoptera: Nitidulidae) population buildup in newly established honey bee, Apis mellifera L., colonies over an 8-mo period. The upper hive entrance consisted of a 3.5-cm-i.d. polyvinyl chloride pipe positioned 20 cm above the hive bottom. Sixteen bee colonies were established using five-frame nucleus hives with a 0.9-kg (2-1b) package of bees with queen. Eight colonies were placed in each apiary, and each colony received one of two treatments: 1) conventional hive lower entrance and 2) modified upper hive entrance. This investigation was conducted in two distant apiaries where A. tumida had been a major problem to local beekeepers for a minimum of 2 yr. Results showed no overall differences between treatment effects on A. tumida counts over the test period, but there was a reduction in bee brood measured in colonies having an upper hive entrance. We conclude that the upper pipe entrance is not recommended in areas where A. tumida are well established and have become problematic. The expected reduction of brood in colonies as a result of using an upper hive entrance will lead to less productive units for honey production and pollination activities. Other control measures will be necessary to maintain tolerable levels of A. tumida in honey bee colonies at high pest densities.

Information processing deficits in anhedonia and perceptual aberration: a psychophysiological analysis.

Building on recent reports of psychophysiological deviance in two groups believed to be at risk for psychosis, the present study sought to identify corresponding cognitive deviance in these groups. Subjects defined according to Chapman's questionnaires on physical anhedonia (n = 16) and perceptual aberration (n = 16) were tested in an auditory discrimination task while brain wave and autonomic activity was monitored. Although the discrimination performance of at-risk subjects equaled that of controls (n = 16), significant group differences occurred in event-related brain potential and heart rate responses. Interpreted within an information processing model of the discrimination task, these results suggest a deficit in the use of memory templates by anhedonics, for which they can compensate if given adequate stimulus input.

Depressive personality in nonclinical subjects.

OBJECTIVE: This study explored the reliability and clinical correlates of the depressive personality in nonclinical subjects. In particular, the authors were interested in determining the relationship between depressive personality and mood disorders. METHOD: The subjects were 185 college students who were selected by using a battery of screening inventories assessing a variety of psychopathological symptoms and traits. The subjects were given structured diagnostic interviews that included a section on depressive temperament. RESULTS: There were significant relationships between depressive personality and lifetime. DSM-III diagnoses of major depression and dysthymia. However, the magnitude of the associations was modest, indicating that these are distinct, although overlapping constructs. In addition, the subjects with depressive personality (N = 36) had significantly greater impairment and a higher rate of mood disorders in their first-degree relatives than did the subjects without depressive personality (N = 149). Moreover, these results were evident even after the subjects with a lifetime history of mood disorder were excluded. CONCLUSIONS: These data suggest that depressive personality is a clinically important condition that is not subsumed by existing mood disorders categories but can be viewed as falling within the affective spectrum.

HTLV-I-associated leukemia/lymphoma in south Florida.

We report here 10 cases of adult T-cell leukemia/lymphoma (ATL) seen in South Florida between February 1988 and July 1989. All were seropositive for human T-lymphotropic virus type I (HTLV-I) and seronegative for human immunodeficiency virus type 1 (HIV-1). DNA extracted from tumor biopsies/peripheral blood lymphocytes of nine patients was shown by the polymerase chain reaction (PCR) to contain HTLV-I proviral DNA. Blot hybridization of DNA extracted from seven patients with an HTLV-I cDNA probe revealed a monoclonal pattern of proviral integration consistent with a diagnosis of ATL. Eight of the 10 patients were women. Six patients were from Haiti, three from Jamaica, and one from the Bahamas. All patients had very aggressive non-Hodgkin's lymphoma. Two patients presented with sinus and retro-orbital involvement; another had gastric lymphoma that perforated. Nine patients developed hypercalcemia. Eight patients died within 1 year of diagnosis. Two were lost to follow-up. During the course of this study, 66 new cases of non-Hodgkin's lymphoma were diagnosed at this hospital. Ten of these cases were ATL. The prevalence of HTLV-I-related lymphoma in this sample was 15%. Since tissue from all patients was not available for HTLV-I screening, however, it is possible that other cases of ATL went undetected. We conclude from this initial survey that a retroviral etiology should be considered in patients from populations known to be at risk for HTLV-I infection who present with non-Hodgkin's lymphoma.

Comparison of indium-111 nonspecific polyclonal IgG with indium-111-leukocytes in a canine osteomyelitis model.

Osteomyelitis was surgically produced in the proximal tibia of ten dogs. A sham operation was performed on the other tibia. Early (3 hr) and late (20 hr) imaging was performed 1, 4, 7, 10, and 13 wk later, while the osteomyelitis progressed from acute to chronic. Indium-111-IgG had a significantly greater accumulation at the osteomyelitis site than 111In-leukocytes, both during early (p = 0.001) and late (p = 0.03) imaging, and at each of the weeks studied (p less than 0.001). During early imaging, both agents gave equivalent lesion to background ratios. On the late images, the 111In-leukocytes gave significantly higher lesion-to-background ratios than 111In-IgG (p less than 0.001) and higher ratios than they did during the early images (p less than 0.001). Both agents had greater accumulation in acute osteomyelitis than in chronic osteomyelitis (p less than 0.02). Osteomyelitis in the surgical site can be distinguished from the uptake in the sham surgery site using 111In-leukocytes, but not when using 111In-IgG.

An evaluation of serum sources used in the separation of T- and B-lymphocytes by nylon-wool columns.

Gamma-globulin-free (GG-) newborn-calf, mouse and horse, as well as newborn-calf and calf serums were evaluated as substitutes for fetal bovine serum in the classical nylon-wool procedure used for the separation of T- and B-lymphocytes. The efficacy of the cell separation was evaluated by non-specific esterase staining and cytotoxicity tests for cell surface Thy 1.2 antigen and surface immunoglobulins. The results of these studies indicate that GG- newborn-calf, mouse and horse but not newborn-calf or calf serum could be substituted for fetal bovine serum. The results of these studies also indicate that the ratio of adherent to non-adherent cells is a useful indicator of the efficacy of the cell separation. A ratio of non-adherent to adherent less than 1.0 is indicative of a successful separation.

Safety and efficacy of percutaneous transluminal coronary angioplasty performed at time of diagnostic catheterization compared with that performed at other times.

Performing diagnostic cardiac catheterization and percutaneous transluminal coronary angioplasty (PTCA) as a single, combined procedure might provide savings in patient hospitalization days and more efficient use of catheterization laboratory time. To assess the safety and efficacy of combined diagnostic coronary angiography and PTCA, we reviewed all elective PTCA procedures performed at our institution during 1985 and 1986 so that we could compare patients who had diagnostic angiography and angioplasty on separate days (n = 404) with those who had the combined procedure (n = 120). The success rate and incidences of urgent bypass surgery, acute myocardial infarction, transient azotemia and procedure-related death were not different in the 2 groups. The mean hospitalization time was 6.2 days in the group with combined angiography and angioplasty, and 7.3 days in the group having separate procedures.