Linear regression equation

线性回归方程
  • 文章类型: Journal Article
    为了预测犬粗蛋白(CP)的表观总道消化率(ATTD),我们使用体外消化方法和统计分析开发了一种体外系统。实验饮食使用鸡肉粉作为蛋白质来源,CP水平为20%(22.01%,分析的CP值作为干基),30%(31.35%,分析的CP值作为干基),和40%(41.34%,分析CP值为干基)。为了模拟体内消化过程,在胃和小肠这两个步骤中进行静态体外消化。为了分析ATTD,在实验期间收集八只嗜中性的比格犬的总粪便样品。CP消化率是通过测量狗粮中的CP水平来计算的,在体外未消化的部分,和狗的粪便。结果,随着饮食CP水平的增加,体内和体外的CP消化率均增加。为了估计体内消化率,对体内ATTD和体外消化率的相关性进行了统计研究,并建立了回归方程来预测CPATTD(%=2.5405×体外CP消化率(%)151.8)。通过使用商业饮食评估回归方程的可行性。通过回归方程计算得出的预测CP消化率与犬体内相似度较高(100.16%)。有了这个,利用体外消化方法和拟线性回归方程预测成年犬体内CP消化率是一种可行的非动物方法。
    To predict the apparent total tract digestibility (ATTD) of crude protein (CP) in dogs we developed an in vitro system using an in vitro digestion method and a statistical analysis. The experimental diets used chicken meat powder as the protein source, with CP levels of 20% (22.01%, analyzed CP value as dry-based), 30% (31.35%, analyzed CP value as dry-based), and 40% (41.34%, analyzed CP value as dry-based). To simulate in vivo digestive processes a static in vitro digestion was performed in two steps; stomach and small intestine. To analyze ATTD the total fecal samples were collected in eight neutered beagle dogs during the experimental period. CP digestibility was calculated by measuring CP levels in dog food, in vitro undigested fraction, and dog feces. In result, CP digestibility at both in vivo and in vitro was increased with increasing dietary CP levels. To estimate in vivo digestibility the co-relation of in vivo ATTD and in vitro digestibility was investigated statistically and a regression equation was developed to predict the CP ATTD (% = 2.5405 × in vitro CP digestibility (%) + 151.8). The regression equation was evaluated its feasibility by using a commercial diet. The predicted CP digestibility which was calculated by the regression equation showed high index of similarity (100.16%) with that of in vivo in dogs. With that, it would be a feasible non-animal method to predict in vivo CP digestibility by using in vitro digestion method and the proposed linear regression equation in adult dogs.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    背景:腺毛,通常被称为“植物化学工厂”,在植物生长和新陈代谢中起着至关重要的作用。作为分泌和储存的场所,腺毛体的发育与特殊代谢产物的动态生物合成有关。本研究旨在探讨腺毛体的空间表型与动态代谢的关系,并为探索和研究腺毛发育的调控机制建立了一种新的方法。
    结果:在这项研究中,我们提出了一种基于相对偏差值的技术路线,以将骨盆状腺毛(PGT)与背景组织区分开来并提取其空间表型。通过根据叶脉生长轴定义腺毛体发育阶段,我们发现年轻的PGTs在叶脉生长轴的近端附近密集分布,佩里拉克酮,PGTs的主要代谢产物,主要是积累。相反,成熟的PGT通常位于中静脉生长轴的远端和次生静脉生长轴的侧端附近,其中在PGT中,isoegomaketone和egomaketone的积累速率超过perillaketone的积累速率。我们进一步确定了空间表型参数,Lsum和d,作为自变量,构建线性回归模型,说明PGT的空间表型与代谢物含量之间的关系,包括紫苏酮(R2=0.698),egomaketone(R2=0.593),isoegomaketone(R2=0.662)和总量(R2=0.773)。
    结论:该模型证明PGTs的发育与整个叶片的生长有关,PGTs的发育阶段可以通过基于叶脉的空间表型来识别。总之,本研究结果增强了我们对腺毛体发育与空间表型相关性的认识,为探索和研究腺毛体发育的调控机制提供了新的思路。
    BACKGROUND: Glandular trichomes, often referred to as \"phytochemical factories\", plays a crucial role in plant growth and metabolism. As the site for secretion and storage, the development of glandular trichomes is related to the dynamic biosynthesis of specialised metabolites. The study aims to explore the relationship between spatial phenotype and dynamic metabolism of glandular trichomes, and establish a novel approach for the exploration and study of the regulatory mechanism governing the development of glandular trichomes.
    RESULTS: In this study, we proposed a technical route based on the relative deviation value to distinguish the peltate glandular trichomes (PGTs) from the background tissues and extract their spatial phenotype. By defining glandular trichome developmental stages based on the leaf vein growth axis, we found that young PGTs were densely distributed near the proximal end of growth axis of the leaf veins, where perillaketone, a primary metabolite of PGTs, is predominantly accumulated. Conversely, mature PGTs are typically found near the distal end of the mid-vein growth axis and the lateral end of the secondary vein growth axis, where the accumulation rate of isoegomaketone and egomaketone exceeds that of perillaketone in PGTs. We further identified spatial phenotypic parameters, Lsum and d, as independent variables to construct a linear regression model that illustrates the relationship between the spatial phenotypes and metabolite content of PGTs, including perillaketone (R2 = 0.698), egomaketone (R2 = 0.593), isoegomaketone (R2 = 0.662) and the sum of the amount (R2 = 0.773).
    CONCLUSIONS: This model proved that the development of PGTs was correlated with the growth of the entire leaf, and the development stage of PGTs can be identifined by spatial phenotypes based on the leaf veins. In conclusion, the findings of this study enhance our understanding of correlation between spatial phenotype and development of glandular trichomes and offer a new approach to explore and study the regulatory mechanism of glandular trichome development.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    龋齿目前被认为是口腔生物膜内的生态失衡,导致牙齿的硬组织溶解。传统上认为属于链球菌群的两个物种,变形链球菌(SM)和血链球菌(SS),是龋齿发病的病因。
    本体内研究是对40名龋齿活跃(CA)和无龋齿(CF)的儿童进行的。他们被分成两组,I组(CA)=20,II组(CF)=20。将整个唾液收集到具有缓冲溶液的小瓶中并储存在冷藏中。进行聚合酶链反应(PCR)以鉴定并关联CA和CF儿童的SM和SS。
    CA组和CF组之间的平均SM水平的比较在p=0.001时显示出统计学上的显着结果。龋齿评分与SM之间的Spearman相关性显示龋齿评分与SM之间的0.77强相关性,在p=0.001时具有统计学意义。同样,SS和龋齿评分显示0.22的弱相关性。对SM和龋齿评分的简单线性回归分析显示,龋齿评分增加1分,显著增加4.74个单位,具有统计学意义。
    患有龋齿的儿童中SM水平的存在是显著的,然而,在CF儿童中,SS水平以增加的水平存在。龋齿评分与SM之间存在很强的相关性。简单线性回归分析预测在p<0.001时,每增加1分龋齿4.74个单位的统计学显著增加。随着龋齿的增加,SM计数增加,但SS计数减少;随着SS计数的增加,SM计数减少。
    ThimmegowdaU,贝拉加塔五世,ChikkanarasaiahN,etal.龋齿活跃和无龋齿儿童中变异链球菌和血链球菌的鉴定和相关性:PCR研究。IntJClinPediatrDent2023;16(1):9-15。
    UNASSIGNED: Dental caries is currently considered an ecological imbalance within the oral biofilm leading to the dissolution of the tooth\'s hard tissues. It has been traditionally thought that two species belonging to the Streptococci group, Streptococcus mutans (SM) and Streptococcus sanguinis (SS), are the etiologically responsible for the onset of dental decay.
    UNASSIGNED: The present in vivo study was conducted on 40 children with caries-active (CA) and caries-free (CF). They were allocated into two groups, group I (CA) = 20 and group II (CF) = 20. The whole saliva was collected into the vials with buffer solution and was stored in cold storage. Polymerase chain reaction (PCR) was done to identify and correlate SM and SS in CA and CF children.
    UNASSIGNED: Comparison of mean SM level between CA and CF groups showed a statistically significant result at p = 0.001. Spearman\'s correlation between caries score and SM showed a strong correlation of 0.77 between caries score and SM, which was statistically significant at p = 0.001. Similarly, SS and caries scores showed a weak correlation of 0.22. Simple linear regression analysis to SM and caries score showed a significant increase of 4.74 units for 1 score increase in caries score, which is statistically significant.
    UNASSIGNED: The presence of SM levels in children with caries is significant, whereas, in CF children, SS levels are present in increased levels. A strong correlation was seen between caries scores and SM. The simple linear regression analysis predicts a statistically significant increase by 4.74 units per increase of 1 score of caries at p < 0.001. As caries increase, SM count increases, but SS count decreases; as SS count increases, there is a reduction in SM counts.
    UNASSIGNED: Thimmegowda U, Belagatta V, Chikkanarasaiah N, et al. Identification and Correlation of Streptococcus mutans and Streptococcus sanguinis in Caries-active and Caries-free Children: A PCR Study. Int J Clin Pediatr Dent 2023;16(1):9-15.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    未经证实:口腔鳞状细胞癌(OSCC)是导致口腔癌的最常见变异类型,贡献约90%。这些患者的总生存率低于50%。尽管有先进的手术技术和各种抗癌药物的发明,但术后总生存期(OS)多年来没有改善。总是需要非侵入性分子标志物来预测这些患者的预后。表皮生长因子及其受体不仅被认为在正常/健康组织中的细胞生长和分化中起关键作用,而且还具有影响力。它们在疾病的恶性进展和肿瘤发生中也起重要作用。在分子水平上对机制的更好和正确的理解以及OSCC中潜在癌基因的识别可能提供创新的治疗决策,例如在这些癌症患者的管理中进行靶向治疗。
    UNASSIGNED:这项研究的目的是检查表皮生长因子的表达是否是口腔鳞状细胞癌的预后因素,并提出一个数学模型来寻找迄今为止文献中尚未完成的患者的预后。
    UNASSIGNED:该研究是一项前瞻性队列研究,纳入了2017年7月至2019年6月向我们医院报告的25例活检证实OSCC的患者。从他们的组织病理学报告中收集的数据为:本前瞻性研究和模型的手术切缘(优越,劣等,前部和后部),肿瘤深度,淋巴结转移,通过免疫组织化学(IHC)对蜡块进行的淋巴管浸润和表皮生长因子受体(EGFR)表达评分。
    UNASSIGNED:手术边缘EGFR表达的p值为0.023,具有统计学意义。EGFR表达具有统计学意义,p值0.002是预后的独立标志物,敏感性为97.7%,特异性为61.2%。肿瘤浸润深度与病理肿瘤无明显相关性,节点,转移(TNM)分期p值为0.860。提出了一个数学模型线性回归方程,该方程预测临界值高于16,患者的预后不良(III和IV阶段),低于16,患者预后良好(I期和II期)。
    UNASSIGNED:本研究通过合并所有重要参数来预测患者的预后,提出了一种拟议的数学模型。EGFR表达是开发抗EGFR药物以改善患者OS的重要参数之一。
    UNASSIGNED:在线版本包含补充材料,可在10.1007/s12663-022-01797-0获得。
    UNASSIGNED: Oral squamous cell carcinomas (OSCC) are the most common type of variant causing oral cancers, contributing for around 90%. The overall survival of these patients is below 50%. The postoperative overall survival (OS) has not improved over years much despite of advanced surgical techniques and invention of various anticancer drugs. There was always a requirement for a non-invasive molecular marker to predict the prognosis of these patients. The epidermal growth factor and their receptors are not only thought to play a critical but also an influential role in growth of the cell and differentiation in normal/ healthy tissues. They also play an important role in malignant progression of disease and tumorigenesis. A better and sound understanding of mechanisms at molecular level and identification of potential oncogenes in OSCC may provide innovative therapeutic decisions such as targeted therapy in management of these cancer patients.
    UNASSIGNED: The aim of this study is to check whether epidermal growth factor expression is a prognosticator in oral squamous cell carcinoma and also to propose a mathematical model to find the prognosis of the patients which have not been done so far in the literature.
    UNASSIGNED: The study was a prospective cohort study with 25 patients who had biopsy proven OSCC who reported to our hospital from July 2017 to June 2019. The data collected from their histopathological report for this prospective study and model were: surgical margins (superior, inferior, anterior and posterior), depth of tumor, lymph nodal metastasis, lymphovascular invasion and scoring of epidermal growth factor receptor (EGFR) expression done by immunohistochemistry (IHC) on wax blocks.
    UNASSIGNED: EGFR expression on surgical margins was found to have a p-value of 0.023 which was significant statistically. EGFR expression showed a statistically significant p value 0.002 as independent marker in prognosis with sensitivity of 97.7% and specificity of 61.2%. The tumor depth of infiltration showed an insignificant correlation with pathological Tumor, Node, Metastasis (TNM) staging with a p value of 0.860. A mathematical model linear regression equation was proposed which predicted a cutoff value above 16, the prognosis of the patient being bad (Stages III and IV), and below 16, the prognosis of the patient being good (Stages I and II).
    UNASSIGNED: This study put forward a proposed mathematical model by incorporating all important parameters to predict the prognosis of the patients. EGFR expression is one such important parameter to be considered to develop anti-EGFR agents to improve the OS of the patients.
    UNASSIGNED: The online version contains supplementary material available at 10.1007/s12663-022-01797-0.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    身高是人体测量学中的重要测量,可解决人体的个体表现。法医判定是起源的解决方案,性别,自然高度。以前已经进行了许多关于使用牙齿和头骨的各种测量来估计高度的研究。这项研究的目的是从头围估计身高,并得出它们之间的线性回归公式。该研究是在Saveetha牙科学院对70名一年级学生(35名男性和35名女性)进行的。使用辐射计测量身高,并且使用测量带测量头围。将所有测量结果制成表格,并使用SPSS软件(版本23)进行线性回归方程。对于男性来说,Y=1.85x+71.12,r=0.487;对于女性,Y=2.07x+46.24,r=0.433。通过研究,我们知道在两种性别中,头围在估计身高方面具有中等相关性。从目前的研究来看,我们得出的结论是,头围是男女身高估计的中等可靠参数。
    Stature is an essential measurement in anthropometry that resolves individual representation of the body. Forensic determination is the resolution of origin, sex, and natural height. Many previous study has been done on estimation of height using various measurements of teeth and skull. The aim of this study was to estimate stature from head circumference and to derive a linear regression formula between them. The study was conducted in Saveetha Dental College among 70 1st year students (35 males and 35 females). Stature was measured using a stadiometer and head circumference was measured using measuring tape. All the measurements were tabulated and linear regression equation was done using the SPSS software (version 23). For males, Y = 1.85x + 71.12, r = 0.487; for females, Y = 2.07x + 46.24, r = 0.433. By the study, we know that in both genders, head circumference has moderate correlation in estimating stature. From the present research, we conclude that head circumference is a moderately reliable parameter for stature estimation in both genders.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    To evaluate 3D reconstruction through CT in the measurement of abdominal cavity volume.
    From January 1, 2019 to December 31, 2019, 61 patients diagnosed as external abdominal hernia were included in this prospective study. Multislice computed tomography (MSCT) was applied to patients scanning, and the images were transferred to post-processing workstation for further analysis. We measured the abdominal cavity volumes using volume rendering (VR) method and diameter rendering (DR) method, and the results were used to test whether there is a correlation between them. In addition, the time required for the measurement was recorded and analyzed.
    In this study, we found that there was no significant difference in the abdominal cavity volumes between these two groups (VR vs. DR = 7857.316 ± 2035.786 cm3 vs. 7967.268 ± 2925.792 cm3, P > 0.05). Besides, the correlation analysis between the measured values of VR method and DR method showed there was a significant positive correlation (r = 0.922, P < 0.01). The linear regression equation based on the scatter plot was established as follows: y = 0.6417x + 2745, R2 = 0.8504. Furthermore, this regression equation was simplified as follows: y = 0.64x + 2800, R2 = 0.8499. Meanwhile, the time required for measurement of VR was significantly longer than that of DR (VR vs. DR = 64.3 ± 7.1 min vs. 2.6 ± 0.6 min, P < 0.01).
    In conclusion, the DR method can quickly measure and calculate the abdominal cavity volume, and its accuracy can more suitable for clinical requirement.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

公众号