微调

README.md

@@ -13,6 +13,7 @@ java17 -Dconfig.file=/home/zhangchao/project/pipeline/wdl/cromwell.examples.conf
 ## dot 
 ```bash
 womtool graph pipeline.wdl > other/pipeline.dot
+dot -Tpng .\pipeline.dot -o pipeline.png
 ```
 
 ![流程图](./other/pipeline.svg)

codes/cromwell.examples.conf

@@ -39,7 +39,7 @@ system {
   # If 'true', a SIGTERM or SIGINT will trigger Cromwell to attempt to gracefully shutdown in server mode,
   # in particular clearing up all queued database writes before letting the JVM shut down.
   # The shutdown is a multi-phase process, each phase having its own configurable timeout. See the Dev Wiki for more details.
-  graceful-server-shutdown = false
+  graceful-server-shutdown = true
 
   # Cromwell will cap the number of running workflows at N
   max-concurrent-workflows = 10000
@@ -95,7 +95,7 @@ system {
     # These are the default values in Cromwell, in most circumstances there should not be a need to change them.
 
     # How frequently Cromwell should scan for aborts.
-    scan-frequency: 600 seconds
+    scan-frequency: 30 seconds
 
     # The cache of in-progress aborts. Cromwell will add entries to this cache once a WorkflowActor has been messaged to abort.
     # If on the next scan an 'Aborting' status is found for a workflow that has an entry in this cache, Cromwell will not ask
@@ -134,7 +134,7 @@ workflow-options {
 
   default {
     # When a workflow type is not provided on workflow submission, this specifies the default type.
-    #workflow-type: WDL
+    workflow-type: WDL
 
     # When a workflow type version is not provided on workflow submission, this specifies the default type version.
     workflow-type-version: "draft-2"
@@ -193,58 +193,6 @@ call-caching {
   # }
 }
 
-# Google configuration
-google {
-
-  #application-name = "cromwell"
-
-  # Default: just application default
-  #auths = [
-
-  # Application default
-  #{
-  #  name = "application-default"
-  #  scheme = "application_default"
-  #},
-
-  # Use a static service account
-  #{
-  #  name = "service-account"
-  #  scheme = "service_account"
-  #  Choose between PEM file and JSON file as a credential format. They're mutually exclusive.
-  #  PEM format:
-  #  service-account-id = "my-service-account"
-  #  pem-file = "/path/to/file.pem"
-  #  JSON format:
-  #  json-file = "/path/to/file.json"
-  #}
-
-  # Use service accounts provided through workflow options
-  #{
-  #   name = "user-service-account"
-  #   scheme = "user_service_account"
-  #}
-  #]
-}
-
-docker {
-  hash-lookup {
-    # Set this to match your available quota against the Google Container Engine API
-    #gcr-api-queries-per-100-seconds = 1000
-
-    # Time in minutes before an entry expires from the docker hashes cache and needs to be fetched again
-    #cache-entry-ttl = "20 minutes"
-
-    # Maximum number of elements to be kept in the cache. If the limit is reached, old elements will be removed from the cache
-    #cache-size = 200
-
-    # How should docker hashes be looked up. Possible values are "local" and "remote"
-    # "local": Lookup hashes on the local docker daemon using the cli
-    # "remote": Lookup hashes on docker hub, gcr, gar, quay
-    #method = "remote"
-  }
-}
-
 engine {
   # This instructs the engine which filesystems are at its disposal to perform any IO operation that it might need.
   # For instance, WDL variables declared at the Workflow level will be evaluated using the filesystems declared here.
@@ -261,7 +209,7 @@ engine {
     #    project = "google-billing-project"
     #  }
     local {
-      #enabled: true
+      enabled: true
     }
   }
 }
@@ -373,7 +321,7 @@ backend {
         # `script-epilogue` configures a shell command to run after the execution of every command block.
         #
         # If this value is not set explicitly, the default value is `sync`, equivalent to:
-        script-epilogue = ""
+        # script-epilogue = ""
         #
         # To turn off the default `sync` behavior set this value to an empty string:
         # script-epilogue = ""

codes/filter_snpindel.pl

@@ -136,13 +136,13 @@ while (<IN>) {
                 $hgvs =~ s/exon(\d+)/intron$intron;exon$exon/;
                 $line[9] = join(":", ($gene, $hgvs));
             }
-            elsif ($gene eq "MET") {
-                $line[9] = join(":", ($gene, "NM_000245", "exon14", "c.xxx"));
-                $line[8] = 'skipping'
-            }
             else {
                 push @reason, 'not_need_spl';
             }
+            if ($gene eq "MET" ) {
+                $line[9] = join(":", ($gene, "NM_000245", "exon14", "c.xxx"));
+                $line[8] = 'skipping'
+            }
             $protein = 'Truncating Mutations';
         }
         else {
@@ -175,7 +175,7 @@ while (<IN>) {
 
     # tmb 流程去掉 不过滤但是修改 hgvs
     if ($pipeline eq 'tmb') {
-        @reason = grep(!/synonymous|benign/, @reason);
+        @reason = grep(!/synonymous/, @reason);
         if (($freq < 0.05) and ($sample_type eq 't')) {
             push @reason, 'lowfreq_tissue_tmb';
         }

codes/postprocess.py

@@ -369,7 +369,7 @@ class PostProcess:
             res = df.to_dict('records')[0]
             msi_res['msi_count'] = res['Total_Number_of_Sites']
             msi_res['msi_value'] = res['%']
-            if msi_res['msi_value'] >= 0.3:
+            if msi_res['msi_value'] >= 30:
                 msi_res['msi_result'] = 'MSI-H'
                 msi_res['msi_predict'] = '对免疫检查点抑制剂可能敏感'
             else:

codes/run_wdl.py

@@ -94,9 +94,9 @@ def run(barcode, normal, umi, input_dir, output_dir, project, cancer, probe, wdl
     # f'{"-Dcall-caching.enabled=false " if uncache else ""}'
     # f'-Dconfig.file=/home/zhangchao/project/pipeline/workflow/script/cromwell.examples.conf ' \
 
-    cmd4 = f'/home/install/product/workflow/software/jdk-17.0.7+7/bin/java -DLOG_MODE=standard ' \
+    cmd4 = f'/usr/bin/java -DLOG_MODE=standard ' \
            f'-Dconfig.file=$WORKFLOW/codes/cromwell.examples.conf ' \
-           f'-jar $WORKFLOW/software/cromwell-86.jar run {wdl} --inputs {jsfile_path} '
+           f'-jar $WORKFLOW/software/cromwell-51.jar run {wdl} --inputs {jsfile_path} '
     # cmd = f'{cmd1}; {cmd2}; {cmd3}; {cmd4}'
     cmd = f'{cmd3}; {cmd4}'
 

pipeline.wdl

@@ -1,18 +1,18 @@
+# pipeline
 
-import "wdl/qc.wdl"
+import "wdl/qc.wdl" as qc
-import "wdl/alignment.wdl"
+import "wdl/alignment.wdl" as alignment
-import "wdl/call_mutation.wdl"
+import "wdl/call_mutation.wdl" as call_mutation
-import "wdl/fusion.wdl"
+import "wdl/fusion.wdl" as fusion
-import "wdl/statistics.wdl"
+import "wdl/statistics.wdl" as statistics
-import "wdl/cnv.wdl"
+import "wdl/cnv.wdl" as cnv
-import "wdl/msi.wdl"
+import "wdl/msi.wdl" as msi
-import "wdl/chemo.wdl"
+import "wdl/chemo.wdl" as chemo
-import "wdl/hereditary.wdl"
+import "wdl/hereditary.wdl" as hereditary
-import "wdl/pollution.wdl"
+import "wdl/pollution.wdl" as pollution
-import "wdl/tmb.wdl"
+import "wdl/tmb.wdl" as tmb
-import "wdl/postprocess.wdl"
+import "wdl/postprocess.wdl" as postprocess
-import "wdl/neoantigen.wdl"
+import "wdl/neoantigen.wdl" as neoantigen
-
 
 workflow pipeline {
 
@@ -199,6 +199,7 @@ workflow pipeline {
             fusion=call_fusion.fusion_vcf,
             cnv=call_cnv.cnv_filter,
             msi=call_msi.msi_txt,
+            tmb=call_tmb.tmb_txt,
             hereditary=call_hereditary.hereditary_txt,
             chemo=call_chemo.chemo_res,
             neoantigen=call_neoantigen.neoantigen_txt,
@@ -209,4 +210,8 @@ workflow pipeline {
             cancer=cancer,
             project=project
     }
+
+    output {
+        String result = "${output_dir}/report/${tumor}.merged_file.xlsx"
+    }
 }

wdl/alignment.wdl

@@ -115,49 +115,84 @@ workflow alignment {
     String output_dir
 
     if (run) {
-        scatter(name in [tumor, normal]) {
+        # 单样本
-            if (defined(name)) {
+        if (!defined(normal)) {
-                call bwa {
+            call bwa as bwa_tumor {
+                input:
+                    name=tumor,
+                    ref=ref,
+                    output_dir=output_dir,
+                    read1=tumor_r1,
+                    read2=tumor_r2
+            }
+
+            if (umi) {
+                call markduplicates_genecore as tumor_markduplicates_genecore {
                     input:
-                        name=name,
+                        name=tumor,
                         ref=ref,
                         output_dir=output_dir,
-                        read1=if name==tumor then tumor_r1 else normal_r1,
+                        sorted_bam=bwa_tumor.sorted_bam,
-                        read2=if name==tumor then tumor_r2 else normal_r2
-                }
-                if (name==tumor) {
-                    if (umi) {
-                        call markduplicates_genecore as tumor_markduplicates_genecore {
-                            input:
-                                name=name,
-                                ref=ref,
-                                output_dir=output_dir,
-                                sorted_bam=bwa.sorted_bam,
-                        }
-                    }
-                    if (!umi) {
-                        call markduplicates_picard as tumor_markduplicates_picard {
-                            input:
-                                name=name,
-                                ref=ref,
-                                output_dir=output_dir,
-                                sorted_bam=bwa.sorted_bam,
-                        }
-                    }
                 }
+            }
 
-                if (name==select_first([normal, 'None'])) {
+            if (!umi) {
-                    call markduplicates_picard as normal_markduplicates_picard {
+                call markduplicates_picard as tumor_markduplicates_picard {
-                        input:
+                    input:
-                            name=name,
+                        name=tumor,
-                            ref=ref,
+                        ref=ref,
-                            output_dir=output_dir,
+                        output_dir=output_dir,
-                            sorted_bam=bwa.sorted_bam,
+                        sorted_bam=bwa_tumor.sorted_bam,
-                    }
                 }
-
             }
         }
+        # 双样本
+        if (defined(normal)) {
+            call bwa as bwa_tumor_control {
+                input:
+                    name=tumor,
+                    ref=ref,
+                    output_dir=output_dir,
+                    read1=tumor_r1,
+                    read2=tumor_r2
+            }
+            call bwa as bwa_normal_control {
+                input:
+                    name=normal,
+                    ref=ref,
+                    output_dir=output_dir,
+                    read1=normal_r1,
+                    read2=normal_r2
+            }
+            call markduplicates_picard as tumor_markduplicates_picard_control {
+                input:
+                    name=tumor,
+                    ref=ref,
+                    output_dir=output_dir,
+                    sorted_bam=bwa_tumor_control.sorted_bam,
+            }
+
+            if (umi) {
+                call markduplicates_genecore as normal_markduplicates_genecore {
+                    input:
+                        name=normal,
+                        ref=ref,
+                        output_dir=output_dir,
+                        sorted_bam=bwa_normal_control.sorted_bam,
+                }
+            }
+
+            if (!umi) {
+                call markduplicates_picard as normal_markduplicates_picard {
+                    input:
+                        name=normal,
+                        ref=ref,
+                        output_dir=output_dir,
+                        sorted_bam=bwa_normal_control.sorted_bam,
+                }
+            }
+        }
+
     }
 
     output {

wdl/call_mutation.wdl

@@ -1,3 +1,4 @@
+# mutation
 
 task mutation_calling_umi {
     String name
@@ -266,7 +267,7 @@ task mutation_calling_tissue_control {
         vcf_add_tag_msi.pl ${output_dir}/mutation/${name}.raw.snp_indel.vcf ${output_dir}/mutation/${name}.raw.addtagmsi.snp_indel.vcf ${probe} t
 
         vcf_filter.py -i ${output_dir}/mutation/${name}.raw.addtagmsi.snp_indel.vcf \
-        -o ${output_dir}/mutation/${name}.snp_indel.somatic.vcf \
+        -o ${output_dir}/mutation/${name}.snp_indel.somatic.vcf \AF[0] > 3*FORMAT/AF[1]
         -e 'INFO/STATUS="StrongSomatic" | ( INFO/STATUS="LikelySomatic" && FORMAT/AF[0] > 3*FORMAT/AF[1] )'
 
         vcf_filter.py -i ${output_dir}/mutation/${name}.raw.snp_indel.vcf \
@@ -718,6 +719,7 @@ workflow call_mutation {
                         cancer=cancer
                 }
             }
+
             if (!umi) {
                 call mutation_calling_tissue_control {
                     input:

wdl/chemo.wdl

@@ -1,3 +1,4 @@
+# chemo
 
 task run_chemo {
     String name

wdl/cnv.wdl

@@ -1,3 +1,4 @@
+# cnv
 
 task cnv_single {
     String name

wdl/fusion.wdl

@@ -1,3 +1,4 @@
+
 task rmdup_picard {
     String name
     String sorted_bam

wdl/hereditary.wdl

@@ -1,3 +1,4 @@
+# hereditary
 
 task run_hereditary {
     String name

wdl/msi.wdl

@@ -1,3 +1,4 @@
+# msi
 
 task msi_single {
     String name
@@ -89,6 +90,3 @@ workflow call_msi {
         String msi_txt = "${output_dir}/msi/${tumor}.msi.txt"
     }
 }
-
-
-

wdl/pollution.wdl

@@ -1,3 +1,4 @@
+
 task run_pollution {
     String name
     String output_dir

wdl/postprocess.wdl

@@ -1,9 +1,11 @@
+# postprocess
 
 task run_post {
     String?  mutation
     String? fusion
     String? cnv
-    String?  msi
+    String? msi
+    String? tmb
     String? hereditary
     String? chemo
     String? neoantigen
@@ -38,6 +40,7 @@ workflow call_postprocess {
     String? fusion
     String? cnv
     String? msi
+    String? tmb
     String? hereditary
     String? pollution
     String? chemo
@@ -55,6 +58,7 @@ workflow call_postprocess {
                 fusion=fusion,
                 cnv=cnv,
                 msi=msi,
+                tmb=tmb,
                 hereditary=hereditary,
                 chemo=chemo,
                 neoantigen=neoantigen,

wdl/qc.wdl

@@ -1,3 +1,4 @@
+#qc
 
 task runqc {
     String name

wdl/statistics.wdl

@@ -1,3 +1,4 @@
+# statistics
 
 task run_statistics {
     String name
@@ -17,7 +18,7 @@ task run_statistics {
         samtools stats --reference ${ref} -t ${bed} -@ 10 ${rmdupBam} > ${output_dir}/qc/${name}.rmdup.stat
         bamdst -p ${bed} -o ${output_dir}/qc/${name}_bamdst ${rmdupBam}
         qc_stat.py ${output_dir}/qc/${name}.json ${output_dir}/qc/${name}_bamdst/ ${output_dir}/qc/${name}_qc.txt
-        #
+
         #        InsertAndDepthStat.R \
         #        ${output_dir}/qc/${name}_InsertAndDepthStat \
         #        ${output_dir}/qc/${name}_bamdst/insertsize.plot \

wdl/tmb.wdl

@@ -1,3 +1,4 @@
+# tmb
 
 task run_tmb {
     String name