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zhpn1024 avatar zhpn1024 commented on July 21, 2024

It depends on the running mode (-t/--framebest etc.) and pvalue/FDR parameters.
You can also check the signal data (--transprofile) or plot the signals (transplot) and see if it is correct.

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chenwt avatar chenwt commented on July 21, 2024

Thank you for your helpful reply.
My parameters already include the --framebest and --fsqth 0.05 options. Additionally, I have randomly selected a transcript for transplot, but I am uncertain if this is correct. I have also rerun the --transprofile to generate a Psite file. Could you please help me interpret it?
图片
图片

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zhpn1024 avatar zhpn1024 commented on July 21, 2024

In the plot figure, the green frame in the annotated ORF has many RPF counts. The significance is to test if the green frame RPFs are higher than RPFs in other frames in the ORF region. From the figure I think it is likely significant. The P-site file does not show all the data in the transcript (NOC2L?).

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chenwt avatar chenwt commented on July 21, 2024

Hello, Developer,
Thank you for your explanation, but I'm still not quite clear on how to directly discern whether an unannotated ORF(ie : 5uORF ) is conclusively supported from the graph. I have regenerated several candidate ORFs' transplots and their corresponding psites. Could you elaborate further?
Thank you once again.

ENST00000379046.6

ORF: ENST00000379046.6:15-321

图片

Psite:
ENSG00000181019.13 ENST00000379046.6 NQO1 {} {117:3, 126:9, 151:1, 168:1, 201:2, 246:3, 252:8, 255:4, 380:2, 394:3, 427:1, 478:1, 487:1, 509:4, 511:3, 518:3, 599:2, 609:4, 649:4, 667:6, 685:5, 715:5, 753:1, 765:1, 802:2, 810:7, 811:1, 830:5, 835:3}

pred.txt:
ENSG00000181019.13 ENST00000379046.6 NQO1 protein_coding chr16:69710975-69718185:- CTG 385 856 Truncated 0 0 None 0.005108092776242139 T None None 0.04428611834419486 None 156
ENSG00000181019.13 ENST00000379046.6 NQO1 protein_coding chr16:69718249-69726569:- GTG 15 321 5'UTR 0 0 None 0.00048346434406483193 T None None 0.005911783275077591 None 101

ENST00000263026.10

ORF: ENST00000263026.10:314-668

图片

Psite:
ENSG00000103319.12 ENST00000263026.10 EEF2K {} {46:2, 206:1, 313:1, 314:6, 326:1, 485:2, 500:4, 549:1, 559:1, 572:2, 602:3, 605:4, 617:1, 673:1, 728:1, 729:1, 775:5, 877:4, 954:4, 1057:1, 1334:3, 1378:1, 1524:1, 1600:1, 1618:2, 1879:4, 1918:2, 1927:2, 1951:2, 1984:1, 1990:2, 2032:2, 2044:3, 2119:2, 2470:1, 2512:1, 2646:1}

_pred.txt:
ENSG00000103319.12 ENST00000263026.10 EEF2K protein_coding chr16:22258577-22283996:+ CTG 1591 2656 Truncated 0 0 None 9.783024909002418e-07 T None None 2.6231140551016775e-05 None 354
ENSG00000103319.12 ENST00000263026.10 EEF2K protein_coding chr16:22206591-22225919:+ CTG 314 668 5'UTR 0 0 None 0.000706709546140818 T None None 0.008215145787362092 None 117

ENST00000379046.6

ORF: ENST00000379046.6:15-321

图片
P ste:
ENSG00000181019.13 ENST00000379046.6 NQO1 {} {117:3, 126:9, 151:1, 168:1, 201:2, 246:3, 252:8, 255:4, 380:2, 394:3, 427:1, 478:1, 487:1, 509:4, 511:3, 518:3, 599:2, 609:4, 649:4, 667:6, 685:5, 715:5, 753:1, 765:1, 802:2, 810:7, 811:1, 830:5, 835:3}

ENSG00000181019.13 ENST00000379046.6 NQO1 protein_coding chr16:69710975-69718185:- CTG 385 856 Truncated 0 0 None 0.005108092776242139 T None None 0.04428611834419486 None 156
ENSG00000181019.13 ENST00000379046.6 NQO1 protein_coding chr16:69718249-69726569:- GTG 15 321 5'UTR 0 0 None 0.00048346434406483193 T None None 0.005911783275077591 None 101

ENST00000495184.5

ORF: ENST00000495184.5:44-1838
图片
Psite:
ENSG00000107099.18 ENST00000495184.5 DOCK8 {} {49:1, 56:2, 74:10, 152:1, 755:1, 773:1, 917:4, 936:1, 977:8, 978:1, 980:8, 992:2, 993:2, 1124:1, 1220:1, 1627:3, 1632:2, 4070:1, 4325:2, 4370:3, 4529:2, 4664:1, 4665:1, 4741:1, 4901:1, 5144:1, 5318:1, 5363:6, 5453:1, 5483:2, 5543:2, 5567:4, 5686:2, 5885:4, 5942:2, 6079:1, 6146:2, 6203:3, 6234:1, 6400:3, 6638:3, 6647:1, 6755:2, 6794:1, 6852:1, 6992:2, 7106:1, 7194:2, 7328:3, 7355:2, 7412:1, 7424:1, 7520:3, 7538:2, 7763:1, 7916:1, 7934:1, 8061:1, 8240:1}

_pred.txt:
ENSG00000107099.18 ENST00000495184.5 DOCK8 protein_coding chr9:372271-464219:+ ATG 4049 8255 Novel:CDSFrameOverlap 0 0 None 1.9848242435242048e-10 T None None 1.1696320958504234e-08 None 1401
ENSG00000107099.18 ENST00000495184.5 DOCK8 protein_coding chr9:286487-368315:+ GTG 44 1838 Novel:CDSFrameOverlap 0 0 None 0.00289251798059119 T None None 0.02701417877808646 None 597

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zhpn1024 avatar zhpn1024 commented on July 21, 2024

There are GTG TIS codon prediction results, while the figure only show ATG results. Adding '--alt' option in the transplot module. The 5'UTR ORF at 15-321 corresonds to the red RPF signals. The CTG 314-668 5'UTR ORF corresonds to the blue signals, The 44-1838 ORF is also blue. The CDSFrameOverlap mark means there's an annotated ORF here by annother transcript annotation.

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zhpn1024 avatar zhpn1024 commented on July 21, 2024

If you have weixin/wechat, you can add me by my id.

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