Structure Parameter Inference Approach

SPINA (Structure Parameter Inference Approach) is a methodology to calculate constant structure parameters of endocrine homeostatic systems from steady-state hormone and metabolite concentrations. Methods and equations for thyroid homeostasis (SPINA Thyr) have been described in Dietrich et al. (2012) and Dietrich et al. (2016) , and for glucose homeostasis (SPINA Carb) in Dietrich et al. (2022) and Dietrich et al. (2024) .


SPINA

SPINA (structure parameter inference approach) is a cybernetic method for advanced interpretation of laboratory results. It allows for calculating constant structure parameters of endocrine feedback control systems in vivo from hormone or metabolite concentrations that have been obtained from serum or plasma specimens. The method is based on mathematical and cybernetic modelling of processing structures

Installation

You can install the development version of SPINA by visting https://spina.sourceforge.net and following the directions given there.

Examples

These basic examples show how to use SPINA in your own S scripts with R:

library(SPINA)

TSH <- c(1, 3.24, 0.7);
FT4 <- c(16.5, 7.7, 9);
FT3 <- c(4.5, 28, 6.2);

print(paste("SPINA-GT:", SPINA.GT(TSH, FT4)));
#> [1] "SPINA-GT: 4.696993125"      "SPINA-GT: 1.08063057191358"
#> [3] "SPINA-GT: 3.36719507142857"
print(paste("SPINA-GD:", SPINA.GD(FT4, FT3)));
#> [1] "SPINA-GD: 25.2176153706294" "SPINA-GD: 336.22895406993" 
#> [3] "SPINA-GD: 63.6968730188034"
print(paste("SPINA-sGD:", SPINA.sGD(FT4, FT3)));
#> [1] "SPINA-sGD: -0.956476925874126" "SPINA-sGD: 61.245790813986"   
#> [3] "SPINA-sGD: 6.73937460376069"
library(SPINA)

Insulin <- 63.01;
Glucose <- 4.34;

print(paste("SPINA-GBeta:", SPINA.GBeta(Insulin, Glucose)));
#> [1] "SPINA-GBeta: 2.7988635483871"
print(paste("SPINA-GR:", SPINA.GR(Insulin, Glucose)));
#> [1] "SPINA-GR: 2.31865876698364"
print(paste("SPINA-DI:", SPINA.DI(Insulin, Glucose)));
#> [1] "SPINA-DI: 6.48960950405869"

Reference manual

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install.packages("SPINA")

5.1.0 by Johannes W. Dietrich, 21 days ago


https://spina.sourceforge.net


Report a bug at https://sourceforge.net/p/spina/bugs/


Browse source code at https://github.com/cran/SPINA


Authors: Johannes W. Dietrich [aut, cph, cre] (ORCID: , Eleni Karamitrou [ctb] , Bernhard O. Boehm [ctb] (ORCID:


Documentation:   PDF Manual  


BSD_3_clause + file LICENSE license


Suggests knitr, rmarkdown, testthat


See at CRAN