Changes in version 2.14.0
-------------------------

BUGFIXES
    o Fixed large runtime of readAllelicCounts. Thanks luyh-xp (#378).


Changes in version 2.12.0
-------------------------

NEW FEATURES

    o Added --num-eigen-vectors to PureCN.R to set the number of eigen vectors.
      Tuning parameter for coverage normalization. Default should in most cases
      be a good compromise between removing most normal noise and not
      overfitting to pool of normal samples.
   o Added findHighQualitySNPs function to extract good SNPs from mapping bias 
     database. 


Changes in version 2.10.0
-------------------------

NEW FEATURES
    o adjustLogRatio function for adjusting a tumor vs normal coverage
      ratio for purity and ploidy. Useful for downstream tools that
      expect ratios instead of absolute copy numbers such as GISTIC.
      Thanks @tedtoal (#40).

SIGNIFICANT USER-VISIBLE CHANGES

    o Provide interval-level likelihood scores in runAbsoluteCN return
      object. Thanks @tinyheero (#335).
    o Documentation updates. Thanks @ddrichel (#325).  

BUGFIXES

    o Bugfix #296 was not merged into the developer branch and did not make 
      it into 2.8.0.
    o Log ratios not shiften to median of sample medians as intended (#356).
      Thanks @sleyn.  
    o Fixed crash with small toy examples (fewer than 2000 baits, #363)  


Changes in version 2.8.0
------------------------

SIGNIFICANT USER-VISIBLE CHANGES

    o Make processMultipleSamples temporarily defunct because the 
      copynumber package was removed from Bioconductor
    o Make it possible to specify saveRDS version to make output files
      readable by old R versions prior to 3.6.0 (#255)  

BUGFIXES

    o Fixed an issue with callLOH and --model-homozygous (#254) 
    o Fixed crash when VCF contained NAs in base quality scores (#249)
    o Fixed wrong check for outdir write permissions in Coverage.R and
      NormalDB.R (#258) 
    o Fixed inverted return codes in couple of scripts (#284)  
    o Fixed an issue in callAlterations where the id argument was largely
      ignored (#292)
    o Fixed broken support for GenomicsDB-R from their developer branch 
      (#296)
    o Fixed crash in plotAbs (#260)   
    o Fixed an issue with gene-level calls when annotation contained
      non-official symbols found on multiple chromosomes (#298)
    o Fixed a wrongly formatted error message when no germline database
      information was found (#302)
    o Fixed a crash when DB field in VCF only contains NAs(#301) 
    o Added --min-base-quality argument for PureCN.R (#320)

    
Changes in version 2.2.0
------------------------

NEW FEATURES

    o Added chunks parameter to Coverage.R and calculateBamCoverageByInterval
      to reduce memory usage (#218)

SIGNIFICANT USER-VISIBLE CHANGES

    o When base quality scores are found in the VCF, they are now used to
      calculate the minimum number of supporting reads (instead of assuming a
      default BQ of 30). By default BQ is capped at 50 and variants below 25
      are ignored. Set min.supporting.reads to 0 to turn this off (#206).
    o More robust annotation of intervals with gene symbols
    o Remove chromosomes not present in the centromeres GRanges object; useful
      to remove altcontigs somehow present (should not happen with intervals
      generated by IntervalFile.R)
      
BUGFIXES

    o Fixed an issue with old R versions where factors were not converted to 
      strings, resulting in numbers instead of gene symbols
    o Fix for a crash when there are no off-target reads in off-target regions
      (#209).
    o Fixed parsing of base quality scores in Mutect 2.2   
    o Fixed crash in GenomicsDB parsing when there were no variants in contig
      (#225)
 

Changes in version 2.0.0
------------------------

NEW FEATURES

    o Report median absolute pairwise difference (MAPD) of tumor vs normal log2
      ratios in runAbsoluteCN
    o Improved mapping bias estimates: variants with insufficient information
      for position-specific fits (default 3-6 heterozygous variants) 
      are clustered and assigned to the most similar fit  
    o Make Cosmic.CNT INFO field name customizable  

SIGNIFICANT USER-VISIBLE CHANGES
    
    o Cleanup of naming of command line arguments (will throw lots of deprecated
      warnings, but was long overdue)
    o More robust alignment of on- and off-target tumor vs normal log2 ratios.
      Ratios are shifted so that median difference of neighboring on/off-target
      pairs is 0. This should fix spurious segments consisting of only on- or 
      off-target regions in high quality samples where those minor off-sets
      sometimes exceeded the noise.
    o Added min.variants argument to runAbsoluteCN
    o Added PureCN version to runAbsoluteCN results object (ret$version)
    o Addressed observed over-segmentations in very clean data:
      - Do not attempt two-step segmentation in PSCBS when off-target noise is
        still very small (< 0.15, min.logr.sdev in runAbsoluteCN)
      - Increase automatically determined undo.SD in all segmentation functions
        when noise is very small (< min.logr.sdev)
      - min.logr.sdev is now accessible in PureCN.R via --min-logr-sdev
    o Added pairwise sample distances to normalDB output object helpful for
      finding noisy samples or batches in normal databases  
    o Do not error out readCurationFile when CSV is missing and directory
      is not writable when re-generating it (#196)
    o Add segmentation parameters as attributes to segmentation data.frame
    o Added min.betafit.rho and max.betafit.rho to calculateMappingBias*
    o Made --normal_panel in PureCN.R defunct
    o Added GATK/Picard header with sequence lengths to interval file,
      added readIntervalFile function to parse it
      
BUGFIXES

    o Fix for crash when --normal_panel in NormalDB.R contained no variants
      (#180).
    o Fix for crash when rtracklayer failed to parse --infile in
      FilterCallableLoci.R (#182)
    o More robust parsing of VCF with missing GT field (#184)  
    o Fix for bug and crash when mapping bias RDS file contains variants with
      multiple alt alleles (#184)
    o Added missing dependency 'markdown'
    o Fix for crash when only a small number of off-target intervals pass
      filters (#190)
    o Fix for crash when PSCBS segmentation was selected without VCF file
      (#190)
    o Fix for crash when Hclust segmentation was selected without segmentation
      file (#190)
    o Fix for crashes when not many variant pass filters (#192, #195)
    o Fix for crash when provided segmentation does not have chromosomes
      in common with VCF (#192) or does not provide all chromosomes present in
      the coverage file (#192)


Changes in version 1.22.0
-------------------------

NEW FEATURES

    o calculateNormalDatabase now suggests an off-target interval width that
      minimizes noise while keeping the resolution as high as possible
    o Added support for GATK4 CollectAllelicCounts output as alternative
      to Mutect  
    o Added segmentationGATK4 to use GATK4's segmentation function 
      ModelSegments 

SIGNIFICANT USER-VISIBLE CHANGES

    o Added min.total.counts filter to filterIntervals to remove
      intervals with low number of read counts in combined tumor and normal.
      Useful especially for off-target filtering in highly efficient assays
      where standard filters keep too many high variance regions.
    o Changed default of min.mappability in preprocessIntervals for on-target
      intervals to 0.6 (from 0.5)  
    o Added min.mappability also to filterIntervals so that more conservative
      cutoffs can be tested after normalDB generation  
    o PSCBS: 1.20.0 two-step segmentation slightly tweaked in that only
      high quality on-target intervals (high mappability and low PoN noise)
      are used in the first segmentation  
    o Added --skipgcnorm flag to Coverage.R to skip GC-normalization  
    o Added AF.info.field option to calculateMappingBiasGatk4 for non-standard
      GenomicsDB imports
    o If segmentation functions add breakpoints within baits, these
      breakpoints are now moved to the beginning or end of that bait to avoid
      that a single bait is assigned to two segments
    o Dx.R now always generates a _signatures.csv file with --signatures, even
      if insufficient number of mutations  
    o Removed defunct calculateIntervalWeights function

BUGFIXES

    o Fix for nonsensical error message when VCF does not contain germline 
      variants (#166).
    o Fix for various issues related to the seqlevelsStyle function (e.g.
      #171)   
    o Fix for crash in calculateMappingBiasGatk4 when not all samples had 
      a single variant call on a particular chromosome (chrY)
    o Fix related to annotating mapping bias with triallelic sites and 
      GenomicsDB  
    o Fixed an issue in Mutect 1.1.7 data in which good SNPs were ignored
      (#174)  
      

Changes in version 1.20.0
-------------------------

NEW FEATURES

    o Support for GATK4 GenomicsDB import for mapping bias calculation
    o Added --additionaltumors to PureCN.R to provide coverage files
      from additional biopsies from the same patient when available
    o PSCBS segmentation now identifies on-target breakpoints first when
      off-target is noisy, thus boosting sensitivity in on-target regions
    o Beta-binomial model in runAbsoluteCN now uses the fits in mapping bias
      database. We plan to set this as default in upcoming versions and
      appreciate feedback.
    
SIGNIFICANT USER-VISIBLE CHANGES

    o We now check if POP_AF or POPAF is -log10 scaled as new Mutect2 versions
      do. 
    o Added support for GERMQ info field containing Phred-scaled germline
      probabilities.
    o Detect Mutect2 VCF more reliably
    o Updated Mutect2 failure flags: "strand_bias", "slippage", "weak_evidence",
        "orientation", "haplotype"
    o Removed defunct normal.panel.vcf.file from setMappingBiasVcf
    o Removed defunct interval.weight.file from segmentationPSCBS,
      segmentationCBS and processMultipleSamples
    o Made calculateIntervalWeights defunct
    o Changed default of min.normals in calculateMappingBiasVcf/Gatk4 to 1
      from 2
    o Changed default of --signature_databases to 
      "signatures.exome.cosmic.v3.may2019" (v3 instead of v2)
    o Now warn if recommended  -funsegmentation is not used  
    o Added parallel option for callAmplificationsInLowPurity
    o callMutationBurden now uses all non-filtered targets as callable region
      when callable is not provided
    o plotAbs in chromosome mode now displays wider range of log2 ratios
      (makes it possible to examine outliers)
    o Moved vcf.field.prefix from predictSomatic to runAbsoluteCN since it now
      adds more fields like prior somatic and mapping bias to the VCF
    o Changed default of runAbsoluteCN min.ploidy to 1.4  
        
BUGFIXES

    o Fix for crash with CNVkit input when log-ratio contained highly negative
      outliers
    o Fixed a bug in preprocessIntervals/IntervalFile.R when input contained
      overlapping and stranded intervals  
    o Fix for crash when GC-correction is attempted on empty coverage (for
      example off-target region without any off-target reads)  
    o Fix for crash when VCF FA field contained missing values
    o Fix for a bug in callAmplificationsInLowPurity that can cause a wrong
      chromosome percentile


Changes in version 1.18.0
-------------------------

SIGNIFICANT USER-VISIBLE CHANGES

    o callAlterations: columns C and seg.mean now provide the values of the
      segment listed in seg.id. This changes the behaviour in cases where the
      gene contains breakpoints and thus multiple segments overlap (#112)

BUGFIXES

    o Fix for bug that can result in crash when candidates were provided in
      runAbsoluteCN and test.purity, max.ploidy and/or min.ploidy were set to 
      non-default values
      

Changes in version 1.16.0
-------------------------

NEW FEATURES

    o Flag segments in poor quality regions
    o predictSomatic now provides log-likelihood of allelic balance
      (ALLELIC.IMBALANCE column) for each variant  
    o Added readLogRatioFile function to read GATK4 DenoiseReadCounts
      output files containing log2 tumor/normal ratios
    o Added readSegmentationFile function to read GATK4 ModelSegment
      output files containing segmented log2 tumor/normal ratios
    o Added callAmplificationsInLowPurity to call gene-level
      amplifications in samples < 10% purity
    o Dx.R now reports chromosomal instability scores
      (available also via callCIN function)
    o Dx.R supports deconstructSigs 1.9.0 and COSMIC signatures v3.
      To run both v2 and v3, simply add --signature_databases 
      signatures.exome.cosmic.v3.may2019:signatures.cosmic to Dx.R

SIGNIFICANT USER-VISIBLE CHANGES

    o Made filterTargets and createTargetWeights defunct
    o setMappingBiasVcf now returns a data.frame
    o Best practices vignette now HTML-based
    o Renamed normal.panel.vcf.file in setMappingBiasVcf to mapping.bias.file;
      in 1.18, setMappingBiasVcf will not accept a VCF anymore but requires
      a precomputed mapping bias RDS file.  
    o calculateIntervalWeights now directly called by createNormalDatabase and
      information included in the normalDB RDS object. This function is thus 
      deprecated.
    o Column gene.mean in callAlterations output now weighted by interval
      weights when available  
    o Changed default of min.target.width in preprocessIntervals from 10 to 100
      (#73)  
    o replaced write.table with data.table::fwrite to automatically support
      producing gzipped output (requires data.table 1.12.4, #106)
    o Coverage.R now gzips BAM file coverage (requires data.table 1.12.4, #106)
    o Output coverage files now code FALSE as 0 and TRUE as 1
    o PureCN.R now bgzips and tabix indexes VCFs when --vcf is provided

BUGFIXES

    o Fix for bug in CCF calculation resulting in NAs (happens in high
      coverage samples, early mutations with > 1 allele copy number)
    o Fix for a bug in preprocessIntervals when small targets 
      (< min.target.width) were present
    o Fix for a bug in callMutationBurden when VCF contained indels
      (#82)
    o Die with helpful error message when snp.blacklist import failed  
    o Check input segmentation files for missing values resulting in crash
    o Fixed a crash in Varscan2 produced VCFs when ALT field missed ref counts
      (#109)

    
Changes in version 1.14.0
-------------------------

NEW FEATURES

    o support for copynumber package and its multisample segmentation
    o beta support for PSCBS weighting
    o support for gene symbol filtering in FilterCallableLoci.R 
      (e.g. --exclude "^HLA")
    o added segmentationHclust function that clusters provided segmentation
      using log2-ratio and B-allele frequencies
    o min.target.width and small.targets in preprocessIntervals to 
      automatically deal with too small targets  
    o calculate confidence intervals for cellular fractions
    o throw additional warning when sample is flagged as NON-ABERRANT and 
      pick the diploid solution with lowest purity as best 
 
SIGNIFICANT USER-VISIBLE CHANGES

    o significant runtime improvements 
    o callLOH now reports all segments, even if there are no informative
      SNPs since some users were not aware that segments are missing from
      this output. Use keep.no.snp.segments = FALSE to restore old behaviour.
    o more detailed output of callLOH  
    o renamed num.snps.segment to num.snps in callAlterations output

BUGFIXES

    o fixed crash in PureCN.R when gene symbols are missing from
      interval file
    o fixed crash in runAbsoluteCN with matched normals and high test.purity 
      minimum (#74)  


Changes in version 1.12.0
-------------------------

NEW FEATURES

    o normalDB does not need input normal coverage files anymore after creation
      (so the resulting normalDB.rds file can be moved)
    o base quality filtering can be turned off by setting min.base.quality to 0
      or NULL
    o possible to change the POP_AF info field name  
    o possible to change POP_AF cutoff to set a high germline prior 
    o possible to change min.cosmic.cnt and max.homozygous.loss in PureCN.R
    o set number of cores in PureCN.R (thanks Brad)

SIGNIFICANT USER-VISIBLE CHANGES

    o renamed reptimingbinsize to reptimingwidth in IntervalFile.R, added
      this feature to preprocessIntervals
    o clarified "targets" vs. "intervals"; whenever something affects both
      on-target and off-target, it is now called "intervals". When only targets,
      e.g. in annotateTargets, "targets" was kept.
    o made gc.gene.file defunct
    o new default for min.cosmic.cnt = 6 (instead of 4)

BUGFIXES

    o catch various input problems and provide better error messages instead
      of crashing
    o stranded input BED files do not cause problems anymore
    o fixed a bug when only a single local optimum was tested (happens only
      when users copy the examples that restrict the search speach to avoid
      long runtimes)
    o added missing QC flag to predictSomatic VCF annotation


Changes in version 1.10.0
-------------------------

SIGNIFICANT USER-VISIBLE CHANGES

    o New normal database format
    o Runtime performance improvements (skip unlikely local optima, support for
      BiocParallel in runAbsoluteCN, pre-calculation of mapping bias)
    o Support for replication timing scores in coverage normalization
    o More accurate confidence intervals in callMutationBurden
    o More accurate copy numbers for high-level amplifications
    o Very low or high coverage samples are now by default dropped in normal 
      database creation (less than 25% or more than 4 times the median sample 
      coverage)
    o Improved support for third-party upstream tools like GATK4 (experimental)
    o More checks for wrong or sub-optimal input and providing suggestions for
      fixing those issues
    o Gibbs sampling of log tumor/normal coverage error rate
    o Better imputation of mapping bias (instead of smoothing
      over neighboring variants in the sample, smooth over neighboring SNPs
      in the pool of normals - only available when pre-calculated)
    o Experimental support for indels
    o Code cleanups (switch to testthat, removed several obsolete and minor 
      features)
    
API CHANGES

    o renamed gc.gene.file to interval.file since it now provides more than
      GC-content and gene symbols
    o plotAbs ids changed to id (this function now only plots a single
      purity/ploidy solution)
    o changed default of runAbsoluteCN max.logr.sdev to 0.6 (from 0.75)
    o createTargetWeights does not require tumor coverages anymore
    o calculateGCContentByInterval was renamed to preprocessIntervals
    o renamed plot.gc.bias to plot.bias in correctCoverageBias since it now
      also includes replication timing
    o added calculateMappingBiasVcf to pre-compute mapping bias from a
      panel of normal VCF, thus avoiding time loading and parsing
      of huge VCFs
    o max.homozygous.loss now defines the maximum fraction of a chromosome 
      lost, not the whole genome, to avoid wrong maximum likelihood solutions with 
      completely deleted chromosome arms


Changes in version 1.8.0
------------------------

NEW FEATURES

    o Support for off-target reads in copy number normalization and segmentation
    o Added mutation burden calculation
    o More robust mapping bias estimation
    o Added support for CNVkit coverage files (*.cnn, *.cnr)
    o IntervalFile.R can annotate targets with gene symbols and automatically
      convert chromosome naming styles
    o Better artifact filtering by using normalDB more efficiently
    o Support for mappability scores
    o Coverage calculation can now include duplicates 
    o calculateBamCoverageByInterval now provides fragment counts and 
      duplication rates
    o findBestNormal pooling now fragment count based, not coverage based  
    o Experimental support for GATK4
    o predictSomatic now reports posterior probabilites of minor segment copy
      numbers, flags segments if copy numbers are unreliable
    o Targets can be annotated with multiple gene symbols (comma separated)
    o Code cleanups (switch to GRanges where possible, switch to optparse in 
      command line tools)

API CHANGES

    o Due to novel optimizations of provided bait intervals, we highly recommend 
      to regenerate the interval files and normal databases and recalculate all 
      coverages from BAM files
    o New functions: annotateTargets, callMutationBurden
    o Defunct functions: createSNPBlacklist, getDiploid, autoCurateResults,
      readCoverageGatk
    o min.normals defaults to 2 (changed from 4) in setMappingBiasVcf
    o normalDB.min.coverage defaults to 0.25 (changed from 0.2) in filterTargets
    o log.ratio.calibration defaults to 0.1 (from 0.25) in runAbsoluteCN; now 
      relative to purity, not log-ratio noise
    o Removed gc.data from filterTargets since gc_bias is now added to tumor 
      coverage
    o dropped purecn.output from correctCoverageBias (no two-pass anymore)
    o Coverage.R argument --gatkcoverage renamed to --coverage
    o Dropped GC-normalization functionality in NormalDB, since this is 
      now conveniently done in Coverage.R
    o Renamed PureCN.R --outdir argument to --out. Can now specify a file
      prefix as in GATK. Filenames are thus not forced to sample id anymore.  
      If --out is a directory, it will behave like before and will use
      out/sampleid_suffix as filename.
 
