Spaln (space-efficient spliced alignment) is a stand-alone program that maps and aligns a set of cDNA or protein sequences onto a whole genomic sequence in a single job. Spaln also performs spliced or ordinary alignment after rapid similarity search against a protein sequence database, if a genomic segment or an amino acid sequence is given as a query. From Version 1.4, spaln supports a combination of protein sequence database and a given genomic segment. From Version 2.2, spaln also performs rapid similarity search and (semi-)global alignment of a set of protein sequence queries against a protein sequence database. Spaln adopts multi-phase heuristics that make it possible to perform the job on a conventional personal computer running under Unix/Linux and MacOS with limited memory. The program is written in C++ and distributed as source codes. Users must compile the program on their own system. Although the program has been tested only on a Linux operating system, it is likely to be portable to most Unix systems with little or no modifications. The accessory program sortgrcd sorts the gene loci found by spaln in the order of chromosomal position and orientation. From version 2.3.2, spaln and sortgrcd can handle gzipped genome/database files and 'block' files without prior expansion. From version 2.3.2a, compressed query sequence file(s) may also be accepted. From version 2.4.0, multiple files corresponding to different output forms can be generated at a single run. In version 3.0.0, multi-intermediate unidirectional Hirschberg method is adopted. Together with simd-based vectorization, the new algorithm contributes to considerable acceleration of the DP calculation. In version 3.0.0, a simple script is released to generate species-specific parameter files used by spaln, when the genomic DNA sequence and a bunch of transcript (cDNA, CDS, EST, TSA) sequences of the cognate species are provided by the user.
To compile the source codes in the default settings, follow the instructions below. When you download the source file in the directory download, five directories will be generated under download/spalnXX/ after installation, where XX is a version code. We assume work is your workspace, which may or may not be identical to download
- bin : binaries
- doc : documents
- seqdb : sample sequences. In this directory you should format genomic or database files
- src : source codes
- table : parameter files used by spaln
To modify the location of executables and/or other settings, run 'configure --help' at step 6 below. (Warning: Full path name rather than relative path name must be given for executables or other directories as the arguments of the configure command.) These locations are hard coded in spaln. The locations of the 'seqdb' and 'table' directories will be respectively denoted by seqdb and table below. Hence, seqdb=download/spalnXX/seqdb, and table=download/spalnXX/table in the default settings.
% mkdir download
% cd download
- Download spalnXX.tar.gz
% tar xfz spalnXX.tar.gz
% cd ./spalnXX/src
- For compilation
% ./configure [--help]
Please manually edit Makefile if $(CXX) does not indicate a C++ compiler or
% CXX=
cxx./configure [other options]
where cxx is the compiler name such as 'g++' or 'clang++'. To use zlib facilities (default), confirm that libz.* are installed in the load library path. Alternatively, zlib.h and libz.a are placed in the src directory. % make
or% make all
if you want to generate a parameter set for your own species% make install
Executables are copied to ../bin
makmdm program makes mutation data matrices of various PAM levels in the ../table directory% make clearall
- Add download/spalnXX/bin to your PATH
% setenv PATH $PATH:download/spalnXX/bin (csh/tsh)
$ export PATH=$PATH:download/spalnXX/bin (sh/bsh)
Preferably, you may add the above line in your start up rc file (e.g. ~/.bashrc)
Alternatively, move or copy download/spalnXX/bin/* to a directory on your PATH, if you have not specified the location of executables at step 6 above. - If you have changed the location of table and/or seqdb directory after installation, set the env variables ALN_TAB and/or ALN_DBS as follws:
% setenv ALN_TAB New_Aln_Tab (csh/tsh)
$ export ALN_TAB=New_Aln_Tab (sh/bsh)
% setenv ALN_DBS New_Aln_Dbs (csh/tsh)
$ export ALN_DBS=New_Aln_Dbs (sh/bsh)
Add the above lines to your rc file, so that you don't have to repeat the commands at every login time.
-
Alternatively, from ver3.0,0, the path to seqdb can be set at the run time of spaln without modifying ALN_DBS. Namely, the path may be specified in the argument of -d, -D, -a, or -A option. For example,
% spaln -Q7 -d ~/your_db/your_genome_g ..
.
provided that you have already formatted your genomic or database sequences in the directory ~/your_db/. -
Proceed to Format.
If you do not need genome mapping or database search, you may skip this section. All sequence files should be in (multi-)fasta format.
To perform genome mapping, the genomic sequence must be formatted before use. Formatting is optional for amino acid sequence database search.
% cd seqdb
- Download or copy genomic sequences or protein database sequence in multi-fasta format. If spaln is compiled accordingly, gzipped file need not be uncompressed (the file name must be X.gz).
- To use 'makeidx.pl' command, chromosomal sequences must be concatenated into a single file. The extension of the genomic sequence file must be '.mfa' or '.gf', and protein database sequence must be '.faa', to render 'make' command effective. However, with 'spaln -W' command (see below), these restrictions are not obligatory. Hereafter, the file name is assumed to be xxxgnm.gf or prosdb.faa.
- To format xxxgnm.gf(.gz), run either of the following two commands, which are
equivalent to each other except that the former is faster, accepts multiple input
files, and does not need Makefile. Thus preferred .
% spaln -W -K[D|P] [-XGMAX_GENE] [spaln options] xxxgnm.gf(.gz) ...
% ./makeidx.pl -i[n|p|np] [-XGMAX_GENE] [spaln options] xxxgnm.gf(.gz)
To format prosdb.faa(.gz), run either of the following two commands, which are equivalent to each other except that the former accepts multiple input files.
% spaln -W -KA [spaln options] prosdb.faa(.gz) ...
% ./makeidx.pl -ia [spaln options] prosdb.faa(.gz)
- -KX (or corresponding -ix) option specifies the "block file" xxxgnm.bkx to be constructed, where X is 'A', 'D' or 'P' and x is 'a', 'n' or 'p'. The -inp option will construct both xxxgnm.bkn (for cDNA queries) and xxxgnm.bkp (for protein queries) files together with the xxxgnm.idx and associated files. -KX option is mandatory. If -ix is omitted or x is empty, xxxgnm.idx and associated files are created but no block file is constructed.
- The block size and k-mer size are estimated from the genome size unless explicitly specified (see below).
- If MAX_GENE (the length of the plausibly longest gene on the genome) is not specified, MAX_GENE is also estimated from the genome size. Don't forget to specify MAX_GENE if xxxgnm.gf represents only a part of the genome!! Otherwise, MAX_GENE may be seriously underestimated.
- Options: (default value)
- -g: The outputs except for X.grp are gzipped.
- -oS: The outputs are written into directory S (current directory).
- -tN: Number of threads. (1)
-E: Generate local lookup table.- -yX: Format for remote queries (more sensitive but less economic than default)
- -XAN: Alphabet size of the reduced amino acids: 6 < N <= 20 (20)
- -XBS: Bit patterns of the spaced seeds concatenated with commas. The pattern should be asymmetric when the number of patterns > 2.
- -XCN: Number of seed patterns: 0 <= N <= 5 (0: contiguous seed)
- -XGN: Maximum gene length (inferred from genome size)
- -XaN: A parameter used to filter excessively abundant words (10)
- -XbN: Block size (inferred from genome size)
- -XkN: Word size (inferred from block size)
- -XsN: Distance between neighboring seeds (= k)
- Prepare protein, cDNA, or genomic segment sequence(s) in (multi-)fasta format (denoted by query below). From 2.3.2a, gzipped fasta file(s) may be used as the query without prior expansion.
- Store query to work.
% cd work
- Run spaln in one of the following four modes. Spaln does not support comparison between two genomic segments.
(A) % spaln -Q[0|1|2|3] [-ON] [other options] genome_segment query
(B) % spaln -Q[4|5|6|7] [-ON] [other options] -[d|D] xxxgnm query
(C) % spaln -Q[4|5|6|7] [-ON] [other options] -[a|A] prosdb query
(D) % spaln -Q[4|5|6|7] [-ON] [other options] prosdb.faa query
- In the last case, prosdb.faa will be internally formatted, and the formatted results will be discarded after the end of execution.
- Only a subset of queries may be examined if query is replaced with 'query (from to)' (quotations are necessary), where 'from' and 'to' are the first and last entry numbers in query to be examined.
- Options: (default value)
-
-A N:
- N=0,4: Scalar-based DP calculation
- N=1,5: Simd-based DP calculation with precise intron-length distribution (ILD)
- N=2,6: Simd-based DP calculation with coarse grained ILD
- N=3,7: Simd-based DP calculation with flat ILD
- N=[0-3]: Multiple intermediate unidirectional Hirschberg method
- N=[4-7]: Single intermediate unidirectional Hirschberg method
-
-C N: Use the genetic code specified by the "transl_table number" defined in NCBI transl_table (1).
-
-E: Use local lookup table. -
-H N: Output is suppressed if the alignment score is less than N. See also -pw. (35)
-
-K[D|P|A]: Format either genomic DNA for sequence search with DNA (D) or Protein (P) queries or protein database sequences for search with a genomic segment or protein queries (A). Use in combination with -W option below.
-
-LS: Smith-Waterman-type local alignment. This option may prune out weakly matched terminal regions.
-
-M[N[.M]]: Single or multiple output for each query
- No option (default): single locus
- No argument: Multiple loci up to the maximum number specified by the program (4 in the present implementation)
- N=1: Re-search the query region not aligned in the first trial. May be useful to detect chimera or fragmented genomic region
- N>1: Output multiple loci maximally up to N
- M: Maximal number of candidate loci to be subjected to spliced alignment (4). If M < N, M is reset to N.
-
-O N[,N2,N3...]: Select output format for genome vs cDNA or aa (4)
It is possible to output multiple files with extensions of .ON at a run by multiply applying this option. Or by concatenating the format numbers with commas or colons, ex. -O0,1,4. See also -o option.- N=0: Gff3 gene format
- N=1: Alignment
- N=2: Gff3 match format
- N=3: Bed format
- N=4: Exon-oriented format similar to the output of megablast -D 3
- N=5: Intron-oriented output
- N=6: Concatenated exon sequence in extended (multi-)fasta format, in which the exon-intron structure of the parental gene is supplied by one
or more comment lines starting with ';C', such as
;C complement(join(1232555..1232760,1233786..1233849,1233947..1234119,
;C 1234206..1234392))
- N=7: Translated amino-acid sequence. Presently not very useful for cDNA queries because the entire exon rather than an ORF is translated
- N=8: Mapping (block) information only. Use with -Q4
- N=10: SAM format
- N=12: Output the same information as -O4 in the binary format. If -oOutput is set, three files named Output.grd, Output.erd, and Output.qrd will be created. Otherwise, query.grd, query.erd, and query.qrd will be created. If the -g option is set, gzip-compressed outputs will be generated.
- N=15: Copy of the query sequence supplemented with the inferred gene structural information.
-
-O N[,N2,N3...]: Select output format for aa vs aa (4)
It is possible to output multiple files with extensions of .ON at a run by multiply applying this option. Or by concatenating the format numbers with commas or colons, ex. -O0,1,4. See also -o option.- N=0: statistics (%divergence alignment_score #match #mismatch #gap #unpaired)
- N=1: Alignment
- N=2: Sugar format
- N=3: Psl format
- N=4: XYL = Coordinate + match length
- N=5: statistics + XYL
- N=8: Cigar format
- N=9: Vulgar format
- N=10: SAM format
-
-Q N: Select algorithm (3)
- 0<=N<=3: Genomic segment in the fasta format given by the first argument vs. query given by the following arguments. See also -i option below. One may skip the formatting step described above if only this mode of operation is used.
- 4<=N<=7: Genome mapping and alignment. The genomic sequence must be formatted beforehand.
- N=0,4: DP procedure without HSP search. Considerably slow
- N=1,2,3,5,6,7: Recursive HSP search up to the level of (N % 4)
-
-R S: Read block index table from file S. If omitted, the xxxgnm.bkn, xxxgnm.bkp, or prosdb.bka file will be read depending on the type of query. The appropriate file is searched for in the current directory, the directory specified by the env variable 'ALN_DBS', and the 'seqdb' directory specified at the compile time in this order.
-
-S N: Orientation of the DNA query sequence (3)
- N=0: The orientation is inferred from the phrases (e.g. 5' end) in the header line of each entry within a fasta file. If no information is available, both orientations are examined, and the result with the better score is reported. Terminal polyA or polyT sequence is not trimmed.
- N=1: Forward orientation only. PolyA tail may be trimmed off.
- N=2: Reverse-complement orientation only. Leading polyT sequence may be trimmed off.
- N=3: Examine both orientations. Terminal polyA or polyT sequence may be trimmed off.
-
-T S: Specify the species-specific parameter set. S corresponds to the subdirectory in the table directory. Alternatively, S may be the 1st or the 3rd term in table/gnm2tab file, where the 2nd term on the line indicates the subdirectory.
-
-V N: Minimum space to induce Hirschberg's algorithm (32M)
-
-W S: Write block index table to files S.bkx. if S is omitted, the file name (without directory and extension) of the first argument is used as S.
-
-g: gzipped output used in combination with -O12 option.
-
-i[a|p]: Input mode with -Q[0<=N<=3].
- -ia: Alternative mode; a genomic segment of an odd numbered entry in the input file is aligned with the query of the following entry.
- -ip: Parallel mode; the i-th entry in the file specified by the first argument is aligned with the i-th entry in the file specified by the second argument.
- default: The genomic segment specified by the first argument is aligned with each entry in the file specified by the second argument.
-
-o S: Destination of output file name (stdout). If multiple output formats are specified by -O option(s), S specifies the directory or prefix to which the file names with .ON extensions are concatenated.
-
-paN: Terminal polyA or polyT sequence longer than N (12) is trimmed off and the orientation is fixed accordingly. If N = 0 or empty, these functionalities are disabled.
-
-pF: Output full Fasta entry name (only the last term separated '|').
-
-pi: Mark exon-intron junctions by color in the alignment (-O1).
-
-pj: Suppress splice junction information in output of -O[6|7] option.
-
-pn: Prohibit overwrite of existing output files (ask).
-
-po: Allow overwrite of existing output files (ask).
-
-pq: Suppress warning messages sent to stderr.
-
-pw: Report result even if alignment score is below threshold value.
-
-px: Suppress self-comparisons in the execution mode (C) or (D).
-
-pT: Exclude termination codon from output (include).
-
-u N: Gap-extension penalty (3, 2, 2)
-
-v N: Gap-opening penalty (8, 6, 9)
-
-xB S: Bit pattern of seeds used for HSP search at level 1
-
-xb S: Bit pattern of seeds used for HSP search at level 3
-
-ya N: Dinucleotide pairs at the ends of an intron (0)
- N=0: accept only the canonical pairs (GT..AG,GC..AG,AT..AC)
- N=1: accept also AT..AN
- N=2: allow up to one mismatch from GT..AG
- N=3: accept any pairs. An omission of N implies N = 3
-
-yd N: Minimum terminal desert (nohit) region to give up detailed alignment (150)
-
-yi N: Intron penalty (11, 8, 11)
-
-yj N: Incline of long gap penalty (0.6)
-
-yk N: Flex point where the incline of gap penalty changes (7)
-
-yl N: Double affine gap penalty if N=3; otherwise affine gap penalty
-
-ym N: Score for a nucleotide match (2, 2)
-
-yn N: Penalty for nucleotide mismatch (6, 2)
-
-yo N: Penalty for an in-frame termination codon (100)
-
-yp N: PAM level used in the alignment (third) phase (150)
-
-yq N: PAM level used in the second phase (50)
-
-yx N: Penalty for a frame shift (100)
-
-yy N: Relative contribution of splicing signal (8)
-
-yz N: Relative contribution of coding potential (2)
-
-yA N: Relative contribution of the translational initiation or termination signal (8)
-
-yB N: Relative contribution of branch point signal (0)
-
-yE N: Minimum exon length (2)
-
-yI S: Intron distribution parameters
-
-yJ N: Relative contribution of the bonus given to a conserved intron position (10)
-
-yL N: Minimum intron length (30, 30)
-
-yM N: Maxmum intron length (unset)
-
-yQ N: Number of categories of coarse grained ILD (5)
-
-yS N: N specifies the percentile contribution of the species-specific splice signal. The other part is derived from the universal signal given to the dinucleotides at the ends of an intron. An omission of N implies N = 100.
-
-yX N: N = 0: set parameter values for intra-species comparison. N = 1: set parameter values for cross-species comparison. The default value for N is 0 or 1 for DNA or protein query, respectively.
-
-yY N: Relative contribution of length-dependent part of intron penalty (8)
-
-yZ N: Relative contribution of oligomer composition within an intron (0)
-
-XS: Activate salvage mode. Considerably slow.
-
- Sortgrcd
- Sortgrcd is used to recover the output of spaln with -O12 option, to apply some filtering, and also to rearrange the output of multiple spaln runs.
- Run sortgrcd as follows:
% sortgrcd [options] xxx.grd(.gz)
- Options:
- -C N: Minimum cover rate = % nucleotides in predicted exons / length of query (x 3 if query is protein) (0-100)
- -E N: Report only the best (N=1) or all (N=2) results per gene locus (1)
- -F N: Filter level (N=0: no; N=1: mild; N=2: medium; N=3: stringent)
- -I N: Minimum sequence identity (0-100)
- -H N: Minimum alignment score (35)
- -O N: Output mode. Same as that of spaln except that N=1, 2, and >=8 are not supported. -O15 reports -O5 format information for only unique introns.
- -S C: Sort chromosomes/contigs in the order of C=a: alphabetical, b: abundance, c: appearance in genome database, r: reverse order for minus strand
- -V N: Internal memory size used for core sort. If the data size is greater than N, the sorting procedure will be done in pieces.
- -d S: Specify the directory/genome_id (inferred from input)
- -m N: Maximum number of mismatches within 20 bp from the nearest exon-intron boundary
- -n N: Maximum number of non-canonical (other than GT..AG, GC..AG, AT..AC) intron ends
- -o S: Output file (stdout)
- -u N: Maximum number of unpaired (gap) sites within 20 bp from the nearest exon-intron boundary
- By default, no filter listed above is applied.
- When the output of spaln is separated into several files, the combined results are subjected to the sorting. Although xxx.grd (or xxx.grd.gz) files are assigned as the argument, there must be corresponding xxx.erd and xxx.qrd (or xxx.erd.gz and xxx.qrd.gz) files in the same directory.
- In the default output format, the gene structure corresponding to each transcript is delimited by a line starting with '@', whereas each gene locus is delimited by a line starting with '!' [4]. Two transcripts belong to the same locus if their corresponding genomic regions overlap by at least one nucleotide on the same strand.
- With -O0 option, the outputs follow the instruction of Gff3 where a gene locus is defined as described above.
- To experience the flow of procedures with the samples in seqdb, type in the following series of commands after moving to seqdb.
% spaln -W -KD [-g] [-t4] dictdisc_g.gf.gz
% make dictdisc.cf
% make dictdisc.srd
% spaln -W -KP [-g] [-t4] dictdisc_g.gf.gz
% make dictdisc.faa
% make dictdisc.spn
- -yM_n_ (n >= 0) explicitly sets the upper limit of intron length (when n = 0, n is inferred from the ILD as the 99% quantile). n may has a suffix K (kilo).
- Fix a bug when -LS option is set.
- Fix a bug for multi-thread version of a genome segment and protein or DNA queries.
- Fix a bug for aa database search with a genome segment.
- Modify Makefie.in.
- Remove unnecessary lines in fwd2s1_simd.cc.
- Fix additional type mismatches concerning with ARM-NEON instructions.
- Simd-related functions, ARM-NEON instructions in particular, have been modified. Installation in MacOS-Pro has been confirmed, where zlib library was manually installed from the source downloaded from https://github.com/madler/zlib. However, GSL-dependent programs such as fitild remain to be installed in MacOS.
- Fix a new bug that causes segmentation fault when -pw option is set.
- -LC option (core local alignment) is created to replace -LS option modified in version 3.0.0, whereas the behavior of -LS option is restored to that of version 2.
- ARM-NEON instructions are incorporated.
- Treatment of exceptional cases are modified to reduce segmentation faults.
- configure script has been modified to set
-march=native
option by default. - A filtering condition for initiating alignment has been modified to improve mapping sensitivity.
- A few bugs that can affect the quality of local and unspliced alignment are fixed.
- A bug is fixed to correctly evaluate transcriptional initiation and termination signals in genome mapping mode (-Q[4-7]) with protein queries.
- Gff output format (-O0) is slightly modified.
- New script 'make_ssp.pl' generates species-specific parameter files used by spaln, when the genomic DNA sequence and a bunch of transcript sequences of the same species are provided.
- Multiple intermediate unidirectional Hirschberg method has been introduced, with which calculation time of large DP is nearly halved with a moderate increase in memory compared with the conventional single intermediate unidirectional Hirschberg method.
- Add -A[0-7] option to select scalar- or simd-based DP engine. At present SSE4.1/AVX, AVX2, and AVX512 instructions are supported, which are automatically chosen at the compile time with -march=native command line option. However, AVX512 instructions have not been tested on a real machine. Note that if the argument is not a digit in [0,7], it specifies the amino acid sequence database as ordinarily.
- With -LS option, suppress outputs of weak or non-similar regions more extensively than earlier.
- Without -LS option and at the lowest level of recursion, if no further anchor is found for a terminal query region longer than a certain threshold, detailed alignment for that 'desert' region is given up. The threshold value can be reset by -ydn option. To disable this convention, set -yd0.
- The path to seqdb can be specified at the run time of spaln in the argument of -d, -D, -a, or -A option Install 13..
- Add -pF option to output full Fasta entry name. By default, if the entry name is separated by vertical bar(s) '|', only the last term is shown.
- Fix a bug concerning with heuristic alignment at either end of sequences.
- Remove the obsolete restriction on newer versions of zlib.
- Fix a small bug concerning with unidirectional Hirschberg method.
- Fix additional bugs concerning with unidirectional Hirschberg method with -LS option.
- Fix a few additional bugs concerning with unidirectional Hirschberg method with -LS option.
- Fix a few additional bugs concerning with unidirectional Hirschberg method.
- Fix a few bugs concerning with unidirectional Hirschberg method.
- Improve heuristic procedures and their combinations for DNA queries.
- Fix a serious bug concerning with unidirectional Hirschberg method.
- Reexamine various heuristic procedures and their combinations together with readjustment of default parameter values for better performance.
- Fix a small bug concerning with overwrite of existing file(s).
- In the format mode, -oS option specifies the directory into which the results are written (default is current directory).
- Change several codes which might cause compiler-dependent compilation errors.
- The -g option at the format time compresses all output files except for X.grp. According to this change, the format of X.grp is slightly modified, which does not necessitate reformat of existing files.
- To guard existing files from accidental loss, the propriety of overwrite of each existing file is asked by default. The -pn (always skip) or -po (always overwrite) option evades this inquiry.
- The default memory size used for core sort in sortgrcd has been changed from 1MB to 16MB.
- By default, termination codon is included in the output of any form with a protein query. Use -pT option to get the previous forms (without termination codon) of outputs.
- Enable to read long (>= 2**31B) gzipped files by spaln and sortgrcd.
- Fix a bug at the format time with -g option.
- The lower limit of query length has been halved, which improved mappability of short queries.
- A serious bug for DNA queries with -LS option has been fixed.
- A bug at the format mode (-W option) with gzipped input has been fixed.
- Several other bugs in spaln and sortgrcd that cause occasional segmentation faults and memory leaks have been fixed.
- Fix several bugs that caused occasional segmentation faults and memory leaks.
- The -E option has been abolished from both format and search modes.
- Avoid DP calculation when realistic alignment is desperately obtainable, particularly in the local alignment mode with -LS option.
- "Bad molecular type ..." error message at the run time is suppressed when the query molecular type is specified by -K option.
- Fix a serious bug for DNA query with -S3 option.
- Back to the original default settings in the formatting mode. Use -yX option to format genomic sequence for more sensitive yet expensive block search than the standard setting.
- Fix a bug in preventing orphan exons in DP for DNA query.
- Revival of the salvage mode with -XS option (examine all positively scored blocks).
- Small improvement in memory usage.
- A few bugs related to the unidirectional Hirschberg algorithm have been fixed.
- Illegal memory access in generating splice-junction sequence has been fixed.
- Minor improvements in the DP-based spliced alignment engines.
- A few bugs related to the unidirectional Hirschberg algorithm have been fixed.
- A bug in the Boyer-Moore algorithm has been fixed. This is relevant to protein queries with -yX0 option, and when the search goes beyond a block boundary.
- The algorithm for delimiting a genic region has been modified to find remote terminal coding exon(s) separated by long (up to 99.6% quantile) intron(s) from the main body of the gene.
- The -yx0 option now tries to search for missing internal micro exons and terminal very short coding exons.
- Selenocysteine (denoted by U) is now regarded as the 21th amino acid which favorably matches an in-frame TGA termination codon (U in the Tron code) upon DNA vs amino acid sequence alignment.
- Gene candidates are now sorted according to the final alignment score rather than the intermediate chained HSP score. This modification has improved the chance of true orthologous hits rather than paralog hits at an expense of a slight increase in computational load.
- Compared with the previous versions, a larger number of species-specific parameter sets (247 <- 102) are provided to support more species (1495 <- 688). Note that some parameter-set identifiers are changed. Please use eight-digit species identifies (e.g. zea_mays) rather than former parameter-set identifiers (e.g. Magnolio) as the argument of -T option.
- Spaln can now directly format genomic sequences without relyi