An Improved Index of Image Quality for Task-based Performance of CT Iterative Reconstruction across Three Commercial Implementations.

PURPOSE: To develop and validate a metric of computed tomographic (CT) image quality that incorporates the noise texture and resolution properties of an image. MATERIALS AND METHODS: Images of the American College of Radiology CT quality assurance phantom were acquired by using three commercial CT systems at seven dose levels with filtered back projection (FBP) and iterative reconstruction (IR). Image quality was characterized by the contrast-to-noise ratio (CNR) and a detectability index (d') that incorporated noise texture and spatial resolution. The measured CNR and d' were compared with a corresponding observer study by using the Spearman rank correlation coefficient to determine how well each metric reflects the ability of an observer to detect subtle lesions. Statistical significance of the correlation between each metric and observer performance was determined by using a Student t distribution; P values less than .05 indicated a significant correlation. Additionally, each metric was used to estimate the dose reduction potential of IR algorithms while maintaining image quality. RESULTS: Across all dose levels, scanner models, and reconstruction algorithms, the d' correlated strongly with observer performance in the corresponding observer study (ρ = 0.95; P < .001), whereas the CNR correlated weakly with observer performance (ρ = 0.31; P = .21). Furthermore, the d' showed that the dose-reduction capabilities differed between clinical implementations (range, 12%-35%) and were less than those predicted from the CNR (range, 50%-54%). CONCLUSION: The strong correlation between the observer performance and the d' indicates that the d' is superior to the CNR for the evaluation of CT image quality. Moreover, the results of this study indicate that the d' improves less than the CNR with the use of IR, which indicates less potential for IR dose reduction than previously thought.

Evaluation of Low-Contrast Detectability of Iterative Reconstruction across Multiple Institutions, CT Scanner Manufacturers, and Radiation Exposure Levels.

PURPOSE: To compare image resolution from iterative reconstruction with resolution from filtered back projection for low-contrast objects on phantom computed tomographic (CT) images across vendors and exposure levels. MATERIALS AND METHODS: Randomized repeat scans of an American College of Radiology CT accreditation phantom (module 2, low contrast) were performed for multiple radiation exposures, vendors, and vendor iterative reconstruction algorithms. Eleven volunteers were presented with 900 images by using a custom-designed graphical user interface to perform a task created specifically for this reader study. Results were analyzed by using statistical graphics and analysis of variance. RESULTS: Across three vendors (blinded as A, B, and C) and across three exposure levels, the mean correct classification rate was higher for iterative reconstruction than filtered back projection (P < .01): 87.4% iterative reconstruction and 81.3% filtered back projection at 20 mGy, 70.3% iterative reconstruction and 63.9% filtered back projection at 12 mGy, and 61.0% iterative reconstruction and 56.4% filtered back projection at 7.2 mGy. There was a significant difference in mean correct classification rate between vendor B and the other two vendors. Across all exposure levels, images obtained by using vendor B's scanner outperformed the other vendors, with a mean correct classification rate of 74.4%, while the mean correct classification rate for vendors A and C was 68.1% and 68.3%, respectively. Across all readers, the mean correct classification rate for iterative reconstruction (73.0%) was higher compared with the mean correct classification rate for filtered back projection (67.0%). CONCLUSION: The potential exists to reduce radiation dose without compromising low-contrast detectability by using iterative reconstruction instead of filtered back projection. There is substantial variability across vendor reconstruction algorithms.

Study on pharmacokinetic and tissue distribution of hyperin, astragalin, kaempferol-3-O-ß-D-glucuronide from rats with multiple administrations of Semen Cuscutae processed with salt solution with effect of treating recurrent spontaneous abortion.

Introduction: Semen Cuscutae is a traditional Chinese medicine (TCM) that tonifies the kidneys and prevents miscarriage. According to Chinese medicine theory, kidney deficiency is one of the main causes of recurrent spontaneous abortion (RSA). The previous studies showed that raw product of Semen Cuscutae (SP) and Semen Cuscutae processed with salt solution (YP) have ameliorative effects on RSA, and that YP is superior to SP. However, the active components of YP to ameliorate RSA remain unclear and require further studies. The objective of this study is to investigate the active components of YP in ameliorating RSA. Methods: First, a rat model of RSA was established using hydroxyurea in combination with mifepristone. Aqueous decoction of YP was given by gavage to rats. Second, pregnant rats were sampled on days 5, 7, 9, 10 and 12 during the modelling period. The content of Hyperin (HY), astragalin (AS) and kaempferol-3-O-ß-D-glucuronide (KA) in blood and liver, heart, spleen, lung and kidney tissues were detected by liquid chromatography-mass spectrometry (LC-MS). The pharmacodynamic indicators including progesterone (P), chorionic gonadotropin ß (ß-HCG), estradiol (E2), tumor necrosis factor-α (TFN-α), interleukin 4 (IL-4), and tryptophan (TRP) were measured by enzyme-linked immunosorbent assay (ELISA) Pearson's correlation analysis and grey relational analysis were used to establish the relationship between the pharmacodynamic indexes and chemical constituents. Results: The pharmacokinetic results showed that the area under curve (AUC) value of KA was the largest. The tissue distribution results showed that astragalin was widely distributed in liver, heart, spleen, lung and kidney in the RSA model rats, while HY was detected only in the uterus, and KA was detected only in the kidney. The pearson correlationl analysis showed that KA was significantly and positively correlated with the contents of E2, P, ß-HCG and TRP. Both AS and HY were significantly negatively correlated with the content of TNF-α, respectively. Discussion: This study reveals the pharmacokinetics and tissue distribution of KA, AS and HY in rats with RSA. It was elucidated that all three were involved in the regulation of progesterone levels and immune function. It initially revealed the mechanism of action of YP in enhancing the improvement of RSA, and it provided a theoretical basis for the quality assessment of YP.

16S rDNA sequencing combined with metabolomics profiling with multi-index scoring method reveals the mechanism of salt-processed Semen Cuscuta in Bushen Antai mixture on kidney yang deficiency syndrome.

Kidney yang deficiency syndrome (KYDS) is a classic syndrome of traditional Chinese medicine (TCM). The salt-processed product of Semen Cuscuta (YP) is the monarch drug in Bushen Antai Mixture (BAM), can improve the reproductive dysfunction caused by KYDS, and the effect is better than that of raw products of Semen Cuscuta (SP). However, its mechanism is not completely clear yet. In this study, an integrated strategy combining untargeted metabolomics with microbiology was used to explore the mechanism of YP in the BAM improving KYDS. 16S rDNA gene sequencing showed that BAM containing YP (Y-BAM) had a significantly better regulatory effect on Desulfobacterota and Desulfovibrionaceae_unclassified than BAM containing SP (S-BAM). Untargeted metabolomics studies showed that Y-BAM significantly regulated 4 metabolites and 4 metabolic pathways. In addition, multi-index analysis showed that the effect of Y-BAM on arachidonic acid metabolism, tyrosine metabolism, purine metabolism, fructose and mannose metabolism and total metabolism was closer to that of the control group compared to S-BAM. The analysis of serum biochemical indexes showed that Y-BAM had more significant regulating effect on the levels of luteinizing hormone (LH), follicle stimulating hormone (FSH), testosterone (T) and superoxide dismutase (SOD) in serum of KYDS rats compared to S-BAM. Spearman correlation analysis showed that there was a significant correlation between intestinal microorganisms and metabolites and serum biochemical indexes. For example, Desulfovibrionaceae_unclassified was positively correlated with arachidonic acid, and negatively correlated with SOD and LH. This study suggests that YP may enhance the regulation of intestinal flora and endogenous metabolism of KYDS, so that BAM shows a better therapeutic effect on KYDS, which also reasonably explains why BAM uses Semen Cuscuta stir-baked with salt solution.

Variation of mechanical properties with amino acid content in the silk of Nephila clavipes.

In this paper, we explore the impact of dietary deprivation, where spiders are provided diets missing one or more of the amino acids, on the properties of the spider dragline silk spun after one month on the diet. Cohorts of female N. clavipes spiders were selected for diets deprived of alanine (Ala) and glycine (Gly), arginine (Arg), leucine (Leu), or tyrosine (Tyr), and their silk was harvested twice weekly during the one-month course of the diet. Significant mechanical differences are observed after as little as 6 days on the diet. Utilizing conventional tensile testing methods, single fibers were strained to break so as to study the influence of diet on the stress/strain properties. Diets deprived of Ala and Gly appear to most directly impact the load-bearing foundation of dragline silk. Diets deprived of Arg, Tyr, and possibly Leu reduce the strength of the silk, and diets missing Tyr and Leu reduce the strain-to-failure. Observations obtained from ESEM photos of the fracture interfaces after tensile testing illustrate the fracture mechanics of spider silk. Both solid-state NMR and amino acid analysis of the digested protein suggest, however, that the relationship between diet and amino acid incorporation into the silk fiber is not straightforward.