mirror of https://github.com/msberends/AMR.git
10 KiB
Executable File
10 KiB
Executable File
0.3.0.90xx (latest development version)
New
- Functions
count_R
,count_IR
,count_I
,count_SI
andcount_S
to selectively count resistant or susceptible isolates - Function
is.rsi.eligible
to check for columns that have valid antimicrobial results, but do not have thersi
class yet. Transform the columns of your raw data with:data %>% mutate_if(is.rsi.eligible, as.rsi)
Changed
- Added parameters
minimum
andas_percent
toportion_df
- Support for quasiquotation in the functions series
count_*
andportions_*
, andn_rsi
. This allows to check for more than 2 vectors or columns.septic_patients %>% select(amox, cipr) %>% count_R()
septic_patients %>% portion_S(amcl)
septic_patients %>% portion_S(amcl, gent)
septic_patients %>% portion_S(amcl, gent, pita)
- Edited
ggplot_rsi
andgeom_rsi
so they can cope withcount_df
. The newfun
parameter has valueportion_df
at default, but can be set tocount_df
. - Fix for
ggplot_rsi
when theggplot2
package was not loaded - Added possibility to set any parameter to
geom_rsi
(andggplot_rsi
) so you can set your own preferences
0.3.0 (latest stable version)
Published on CRAN: 2018-08-14
New
- BREAKING:
rsi_df
was removed in favour of new functionsportion_R
,portion_IR
,portion_I
,portion_SI
andportion_S
to selectively calculate resistance or susceptibility. These functions are 20 to 30 times faster than the oldrsi
function. The old function still works, but is deprecated.- New function
portion_df
to get all portions of S, I and R of a data set with antibiotic columns, with support for grouped variables
- New function
- BREAKING: the methodology for determining first weighted isolates was changed. The antibiotics that are compared between isolates (call key antibiotics) to include more first isolates (afterwards called first weighted isolates) are now as follows:
- Universal: amoxicillin, amoxicillin/clavlanic acid, cefuroxime, piperacillin/tazobactam, ciprofloxacin, trimethoprim/sulfamethoxazole
- Gram-positive: vancomycin, teicoplanin, tetracycline, erythromycin, oxacillin, rifampicin
- Gram-negative: gentamicin, tobramycin, colistin, cefotaxime, ceftazidime, meropenem
- Support for
ggplot2
- New functions
geom_rsi
,facet_rsi
,scale_y_percent
,scale_rsi_colours
andtheme_rsi
- New wrapper function
ggplot_rsi
to apply all above functions on a data set:septic_patients %>% select(tobr, gent) %>% ggplot_rsi
will show portions of S, I and R immediately in a pretty plot- Support for grouped variables, see
?ggplot_rsi
- New functions
- Determining bacterial ID:
- New functions
as.bactid
andis.bactid
to transform/ look up microbial ID's. - The existing function
guess_bactid
is now an alias ofas.bactid
- New Becker classification for Staphylococcus to categorise them into Coagulase Negative Staphylococci (CoNS) and Coagulase Positve Staphylococci (CoPS)
- New Lancefield classification for Streptococcus to categorise them into Lancefield groups
- New functions
- For convience, new descriptive statistical functions
kurtosis
andskewness
that are lacking in base R - they are generic functions and have support for vectors, data.frames and matrices - Function
g.test
to perform the Χ2 distributed G-test, which use is the same aschisq.test
- Function
ratio
to transform a vector of values to a preset ratio- For example:
ratio(c(10, 500, 10), ratio = "1:2:1")
would return130, 260, 130
- For example:
- Support for Addins menu in RStudio to quickly insert
%in%
or%like%
(and give them keyboard shortcuts), or to view the datasets that come with this package - Function
p.symbol
to transform p values to their related symbols:0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
- Functions
clipboard_import
andclipboard_export
as helper functions to quickly copy and paste from/to software like Excel and SPSS. These functions use theclipr
package, but are a little altered to also support headless Linux servers (so you can use it in RStudio Server) - New for frequency tables (function
freq
):- A vignette to explain its usage
- Support for
rsi
(antimicrobial resistance) to use as input - Support for
table
to use as input:freq(table(x, y))
- Support for existing functions
hist
andplot
to use a frequency table as input:hist(freq(df$age))
- Support for
as.vector
,as.data.frame
,as_tibble
andformat
- Support for quasiquotation:
freq(mydata, mycolumn)
is the same asmydata %>% freq(mycolumn)
- Function
top_freq
function to return the top/below n items as vector - Header of frequency tables now also show Mean Absolute Deviaton (MAD) and Interquartile Range (IQR)
- Possibility to globally set the default for the amount of items to print, with
options(max.print.freq = n)
where n is your preset value
Changed
- Improvements for forecasting with
resistance_predict
and added more examples - More antibiotics added as parameters for EUCAST rules
- Updated version of the
septic_patients
data set to better reflect the reality - Pretty printing for tibbles removed as it is not really the scope of this package
- Printing of
mic
andrsi
classes now returns all values - usefreq
to check distributions - Improved speed of key antibiotics comparison for determining first isolates
- Column names for the
key_antibiotics
function are now generic: 6 for broadspectrum ABs, 6 for Gram-positive specific and 6 for Gram-negative specific ABs - Speed improvement for the
abname
function %like%
now supports multiple patterns- Frequency tables are now actual
data.frame
s with altered console printing to make it look like a frequency table. Because of this, the parametertoConsole
is not longer needed. - Fix for
freq
where the class of an item would be lost - Small translational improvements to the
septic_patients
dataset and the columnbactid
now has the new class"bactid"
- Small improvements to the
microorganisms
dataset (especially for Salmonella) and the columnbactid
now has the new class"bactid"
- Combined MIC/RSI values will now be coerced by the
rsi
andmic
functions:as.rsi("<=0.002; S")
will returnS
as.mic("<=0.002; S")
will return<=0.002
- Now possible to coerce MIC values with a space between operator and value, i.e.
as.mic("<= 0.002")
now works - Classes
rsi
andmic
do not add the attributepackage.version
anymore - Added
"groups"
option foratc_property(..., property)
. It will return a vector of the ATC hierarchy as defined by the WHO. The new functionatc_groups
is a convenient wrapper around this. - Build-in host check for
atc_property
as it requires the host set byurl
to be responsive - Improved
first_isolate
algorithm to exclude isolates where bacteria ID or genus is unavailable - Fix for warning hybrid evaluation forced for row_number (
924b62
) from thedplyr
package v0.7.5 and above - Support for empty values and for 1 or 2 columns as input for
guess_bactid
(now calledas.bactid
)- So
yourdata %>% select(genus, species) %>% as.bactid()
now also works
- So
- Other small fixes
Other
- Added integration tests (check if everything works as expected) for all releases of R 3.1 and higher
- Linux and macOS: https://travis-ci.org/msberends/AMR
- Windows: https://ci.appveyor.com/project/msberends/amr
- Added thesis advisors to DESCRIPTION file
0.2.0
Published on CRAN: 2018-05-03
New
- Full support for Windows, Linux and macOS
- Full support for old R versions, only R-3.0.0 (April 2013) or later is needed (needed packages may have other dependencies)
- Function
n_rsi
to count cases where antibiotic test results were available, to be used in conjunction withdplyr::summarise
, see ?rsi - Function
guess_bactid
to determine the ID of a microorganism based on genus/species or known abbreviations like MRSA - Function
guess_atc
to determine the ATC of an antibiotic based on name, trade name, or known abbreviations - Function
freq
to create frequency tables, with additional info in a header - Function
MDRO
to determine Multi Drug Resistant Organisms (MDRO) with support for country-specific guidelines.- Suggest your own via https://github.com/msberends/AMR/issues/new
- Exceptional resistances defined by EUCAST are also supported instead of countries alone
- Functions
BRMO
andMRGN
are wrappers for Dutch and German guidelines, respectively
- New algorithm to determine weighted isolates, can now be
"points"
or"keyantibiotics"
, see?first_isolate
- New print format for
tibble
s anddata.table
s
Changed
- Fixed
rsi
class for vectors that contain only invalid antimicrobial interpretations - Renamed dataset
ablist
toantibiotics
- Renamed dataset
bactlist
tomicroorganisms
- Added common abbreviations and trade names to the
antibiotics
dataset - Added more microorganisms to the
microorganisms
dataset - Added analysis examples on help page of dataset
septic_patients
- Added support for character vector in
join
functions - Added warnings when a join results in more rows after than before the join
- Altered
%like%
to make it case insensitive - For parameters of functions
first_isolate
andEUCAST_rules
column names are now case-insensitive - Functions
as.rsi
andas.mic
now add the package name and version as attributes
Other
- Expanded
README.md
with more examples - Added ORCID of authors to DESCRIPTION file
- Added unit testing with the
testthat
package - Added build tests for Linux and macOS using Travis CI (https://travis-ci.org/msberends/AMR)
- Added line coverage checking using CodeCov (https://codecov.io/gh/msberends/AMR/tree/master/R)
0.1.1
Published on CRAN: 2018-03-14
EUCAST_rules
applies for amoxicillin even if ampicillin is missing- Edited column names to comply with GLIMS, the laboratory information system
- Added more valid MIC values
- Renamed 'Daily Defined Dose' to 'Defined Daily Dose'
- Added barplots for
rsi
andmic
classes
0.1.0
Published on CRAN: 2018-02-22
- First submission to CRAN.