JOURNAL ARTICLE

A bayesian approach in multiple regression analysis with inequality constraints

S.R. Chowdhury

Year: 1969 Journal:   Immunopharmacology and Immunotoxicology Vol: 39 (2)Pages: 74-79   Publisher: Taylor & Francis

Abstract

Physalin E is a naturally occurring seco-steroid isolated from the stems and aerial parts of Physalis angulata L. (Solanaceae). This study was aimed to explore the anti-inflammatory effects of physalin E on RAW 264.7 mouse macrophages stimulated by lipopolysaccharide (LPS) and the potential underlying mechanisms. The results showed that physalin E significantly inhibited LPS-induced tumor necrosis factor-α (TNF-α) and interleukin-6 (IL-6) expression and secretion in a dose-dependent manner. Unlike dexamethasone, these effects could not be blocked by miferstone (RU486). Meanwhile, physalin E reduced the degradation of I-kappa B protein in the cytoplasm and downregulated the nuclear factor-κB (NF-κB) p65 protein in the nuclear, which resulted in the inhibition of the NF-κB nuclear translocation. In conclusion, physalin E exerts its anti-inflammatory activities in LPS-induced macrophages. Physalin E can inhibit the production of inflammatory cytokines by targeting the NF-κB signaling pathway.

Keywords:
Bayesian probability Mathematics Inequality Regression Econometrics Bayesian linear regression Statistics Regression analysis Computer science Bayesian inference

Metrics

0
Cited By
0.00
FWCI (Field Weighted Citation Impact)
0
Refs
0.00
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Topics

Advanced Statistical Methods and Models
Physical Sciences →  Mathematics →  Statistics and Probability

Related Documents

JOURNAL ARTICLE

Restricted Bayesian Lasso Regression With Inequality Constraints

Solmaz Seifollahi‎M‎ohammad ArashiI. Al-Hasani

Journal:   IEEE Access Year: 2025 Vol: 13 Pages: 175584-175592
JOURNAL ARTICLE

Bayesian quantile regression model with linear inequality constraints

Jialei YuJun DaiMin XuSami Ullah

Journal:   Statistics and Computing Year: 2025 Vol: 35 (4)
JOURNAL ARTICLE

Simple Linear Regression with Inequality Constraints on the Parameters: A Bayesian Approach

William D. Warde

Journal:   Communications in Statistics - Simulation and Computation Year: 1974 Vol: 3 (6)Pages: 535-548
JOURNAL ARTICLE

Simple linear regression with inequality constraints on the parameters: a bayesian approach

William D. Warde

Journal:   Communications in Statistics Year: 1974 Vol: 3 (6)Pages: 535-548
JOURNAL ARTICLE

Bayesian Inference with Inequality Constraints

Man‐Suk Oh

Journal:   Korean Journal of Applied Statistics Year: 2014 Vol: 27 (6)Pages: 909-922
© 2026 ScienceGate Book Chapters — All rights reserved.