Member Site › Forums › Rosetta 3 › Rosetta 3 – Applications › Can rosetta generate a centroid model based on the rna sequence?
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March 26, 2021 at 11:06 am #3729Anonymous
For RNA, what kind of model can be defined as a centroid model?
Does rosetta have a function to generate a centroid model for RNA? For proteins, pose_from_sequence(sequence, ‘centroid’ ) can be used to generate a centroid model from the sequence. Is there a similar function for RNA?
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March 26, 2021 at 5:57 pm #15816Anonymous
In brief, not really. The centroid model is unique to proteins, where a full-atom backbone but a centroided-out sidechain makes sense. RNA has a “coarse” model (a three- or four-bead system) — use ‘coarse_rna’ instead of ‘centroid’ above — but really, it would help to know what your goal is.
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March 29, 2021 at 7:18 am #15821Anonymous
assembler = core.import_pose.RNA_HelixAssembler()
pose= assembler.build_init_pose(seq,”)
Coarse_rna=pyrosetta.rosetta.protocols.rna.denovo.coarse.CoarseRNA_LoopCloser()
Coarse_rna.apply(pose,pose.total_residue())
I first generate a helix full-atom pose,Using CoarseRNA_LoopCloser() on the pose is no different from the previous pose, it seems that CoarseRNA_LoopCloser() does not work.
pose=pyrosetta.rosetta.core.import_pose.make_extended_coarse_pose(pose,pose.sequence())
ERROR: Warning: residue RAD is RNA but is not specified as L_RNA or D_RNA in its params file!
Then I used make_extended_coarse_pose to try to generate a coarse structure, but the error was reported as above.
pyrosetta.rosetta.core.import_pose.
make_coarse_pose
(pose: pyrosetta.rosetta.core.pose.Pose, coarse_pose: pyrosetta.rosetta.core.pose.Pose) → Nonepyrosetta.rosetta.core.import_pose.make_extended_coarse_pose
(coarse_pose: pyrosetta.rosetta.core.pose.Pose, full_sequence: str) → NoneI don’t know what the coarse_rna marked with the red color in rosetta’s documentation refers to. Hope you can help me generate a coarse rna structure and look forward to your reply! Thanks a lot…
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March 28, 2021 at 10:51 am #15819Anonymous
Sorry, I stared at the rosetta documention for a long time, but I found that I didn’t understand him at all. Can you tell me how to use Coarse_rna to generate Coarse RNA from sequence or structure, and save it in pdb format, so that I can observe this coarse structure。
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March 29, 2021 at 6:44 pm #15827Anonymous
The coarse_rna code is old and not actively maintained, so I’m not too surprised that it’s not working when you combine components in pyrosetta like this. Generally speaking, I would expect those movers to only really work in the context of the CoarseRNA_DeNovoProtocol — but no clue if that code itself still works.
Anyway, as far as I know, what currently works is: a pair of movers in very recent versions of rosetta in protocols.rna.movers called RNA_Coarsify and RNA_Decoarsify that transform PDBs between fullatom and coarse_rna representations.
Again, I think the central question is: why do you want a coarse RNA pose? What scientific question are you trying to answer, and how would this help? Understanding this will let me figure out what you need.
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March 30, 2021 at 12:37 am #15830Anonymous
As far as I know, the establishment of the centroid model is very helpful in the de novo protein modeling, because the representation of the all-atom model is very expensive. Similarly, I want to generate the reduced representation in the building of the RNA model for further optimization.
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March 30, 2021 at 3:25 am #15833Anonymous
That’s true, but it’s not at all necessary for RNA. We have a low-resolution scoring function that we apply during RNA fragment assembly that’s quite cheap but it doesn’t rely on a centroid RNA model. You can just use FARFAR2 for your modeling needs.
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April 1, 2021 at 1:31 am #15838Anonymous
So can I understand it this way? The centroid model is important for protein de novo modeling but not so important for RNA. The key factor is that low-resolution scoring function depends on the centroid model for proteins and not for RNA.
But this link(https://nbviewer.jupyter.org/github/RosettaCommons/PyRosetta.notebooks/blob/master/notebooks/14.00-RNA-Basics.ipynb) tells me: Analogous to the protein low-resolution potential, an RNA low-resolution potential has been developed to more quickly score RNA structures represented in centroid mode.
I am very confused, can you help me solve this confusion? Thank you!
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