Ribonucleic acid identification apparatus, ribonucleic acid identification method, program and ribonucleic acid identification system
View Patent ↗Disclosed are an apparatus for the identification of a ribonucleic acid, whereby not only the molecular weights of digestion products, from which nothing but the nucleic acid residue composition can be understood, but also nucleic acid residue sequence data is obtained from a product ion mass set and thus the identification reliability for the individual digestion products can be remarkably improved; a method for the identification of a ribonucleic acid; and a program and system for the identification of a ribonucleic acid. The method as described above comprises: searching for nucleic acid sequence database by using a fragment mass set indicating the molecular weights and inner structural data of individual oligonucleotides that are obtained by tandem mass spectrometry on digested oligonucleotides formed by chemically or enzymatically cleaving a ribonucleic acid; scoring candidate sequences; among candidate sequences showing the highest scores, referring those showing scores exceeding the threshold as identified sequences; and using these identified sequences in mapping on nucleic acid sequence database including genomic sequences.
1. An apparatus for identifying a ribonucleic acid, comprising a memory and a processor,
wherein the memory comprises:
a peak list that stores the peaks of a spectrum extracted from tandem mass spectrometry data of a ribonucleic acid cleaved by enzymatic cleavage;
a ribonucleic acid sequence database that stores ribonucleic acid sequences; and
a fragmentation rules table that stores fragmentation rules corresponding to the enzymatic cleavage; and
wherein the processor is configured to:
extract measured fragment molecular weights from the peaks;
fragment a candidate ribonucleic acid sequence from the ribonucleic acid sequence database into fragment sequences by referring to the fragmentation rules;
compute theoretical fragment molecular weights for the fragment sequences;
extract candidate theoretical fragment molecular weights from the theoretical fragment molecular weights that correspond to the measured fragment molecular weights by comparing the theoretical fragment molecular weights with the measured fragment molecular weights;
extract candidate fragment sequences corresponding to the candidate theoretical fragment molecular weights, from the fragment sequences;
compute the theoretical product ion masses for the candidate fragment sequences according to predetermined dissociation rules;
extract measured product ion masses from the peaks;
score the candidate fragment sequences by comparing the theoretical product ion masses with the measured product ion masses to produce scores; and
identify fragment sequences of the ribonucleic acid from the candidate fragment sequences based on the scores.
2. The apparatus according to claim 1 , wherein
the processor is further configured to:
compute the occurrence probabilities for the fragment sequences of the candidate ribonucleic acid sequence;
map the scores for the candidate fragment sequences based on the occurrence probabilities; and
identify the fragment sequences of the ribonucleic acid from the candidate fragment sequences based on the map of the scores.
3. The apparatus according to claim 1 , wherein
the memory further comprises:
a modification rules table that stores modification rules for modifying the ribonucleic acid, and
the processor is further configured to:
perform a conversion between a modified sequence and an unmodified sequence for the fragment sequences by referring to the modification rules.
4. A method of identifying a ribonucleic acid in a sample, comprising the following steps performed on a computer:
obtaining peaks of a spectrum extracted from tandem mass spectrometry data of a ribonucleic acid in a sample cleaved by enzymatic cleavage;
extracting measured fragment molecular weights from the peaks;
identifying a candidate ribonucleic acid sequence from a ribonucleic acid sequence database as an object of a search;
fragmenting the candidate ribonucleic acid sequence into fragment sequences by referring to fragmentation rules corresponding to the enzymatic cleavage;
computing theoretical fragment molecular weights for the fragment sequences;
comparing the theoretical fragment molecular weights with the measured fragment molecular weights;
extracting candidate theoretical fragment molecular weights from the theoretical fragment molecular weights that correspond to the measured fragment molecular weights by comparing the theoretical fragment molecular weights with the measured fragment molecular weights;
extracting candidate fragment sequences corresponding to the candidate theoretical fragment molecular weights, from the fragment sequences;
computing the theoretical product ion masses for the candidate fragment sequences according to predetermined dissociation rules;
extracting measured product ion masses from the peaks;
scoring the candidate fragment sequences by comparing the theoretical product ion masses with the measured product ion masses; and
identifying the fragment sequences of the ribonucleic acid based on the scoring.
5. The method according to claim 4 , further comprising:
computing the occurrence probabilities for the fragment sequences of the candidate ribonucleic acid sequence;
mapping the scores for the candidate fragment sequences based on the occurrence probabilities; and
identifying the fragment sequences of the ribonucleic acid from the candidate fragment sequences based on the scores.
6. The method according to claim 4 , wherein
the computer includes:
a modification rules table that stores modification rules for modifying the candidate ribonucleic acid sequence, and
the method further comprises:
performing a conversion between a modified sequence and an unmodified sequence for each of the fragment sequences by referring to the modification rules.
7. A non-transitory computer readable medium comprising instructions to cause a computer to execute the following steps to identify a ribonucleic acid
extract measured fragment molecular weights from peaks of a spectrum extracted from tandem mass spectrometry data of a ribonucleic acid in a sample cleaved by enzymatic cleavage;
fragment a candidate ribonucleic acid sequence into fragment sequences by referring to fragmentation rules corresponding to the enzymatic cleavage;
compute theoretical fragment molecular weights for the fragment sequences;
extract candidate theoretical fragment molecular weights that correspond to measured fragment molecular weights by comparing the theoretical fragment molecular weights with the measured fragment molecular weights;
extract candidate fragment sequences corresponding to the candidate theoretical fragment molecular weights, from the fragment sequences;
compute theoretical product ion masses for the candidate fragment sequences according to predetermined dissociation rules;
extract measured product ion masses from the peaks;
score the candidate fragment sequences by comparing the theoretical product ion masses with the measured product ion masses to produce scores; and
identify the fragment sequences of the ribonucleic acid from the candidate fragment sequences based on the scores.
8. The non-transitory computer readable medium according to claim 7 , further comprising instructions to cause the computer to execute the following steps:
computing the occurrence probabilities for the fragment sequences of the candidate ribonucleic acid sequence;
mapping the scores for the candidate fragment sequences based on the occurrence probabilities; and
identifying the fragment sequences of the ribonucleic acid from the candidate fragment sequences based on a map of the scores.
9. The non-transitory computer readable medium according to claim 7 , wherein
the medium further includes:
a modification rules table that stores modification rules for modifying the ribonucleic acid, and
the computer readable medium further comprise instructions to cause a computer to execute the following step:
performing a conversion between a modified sequence and an unmodified sequence for each of the fragment sequences by referring to the modification rules.
10. A system for of identifying a ribonucleic acid in a sample, comprising a client apparatus and a server apparatus,
wherein the client apparatus comprises a control section, a storage section, an input section, and an output section;
wherein the server apparatus comprises a control section and a storage section;
wherein the client apparatus control section is configured to:
acquire the peaks of a spectrum extracted from tandem mass spectrometry data of a ribonucleic acid in a sample cleaved by enzymatic cleavage and store the acquired peaks in the client apparatus storage section while simultaneously transmitting the peaks to the server apparatus,
store search conditions inputted from the client apparatus input section and appoint an enzymatic cleavage method in the client apparatus storage section while simultaneously transmitting the search conditions to the server apparatus; and
output fragment sequences of the ribonucleic acid identified at the server apparatus and transmitted from the server apparatus, through the output section;
wherein the server apparatus control section is configured to:
extract measured fragment molecular weights from the peaks;
fragment a candidate ribonucleic acid sequence into fragment sequences by referring to fragmentation rules corresponding to the enzymatic cleavage;
compute theoretical fragment molecular weights for the fragment sequences;
extract candidate theoretical fragment molecular weights from the theoretical fragment molecular weights that correspond to the measured fragment molecular weights by comparing the theoretical fragment molecular weights with the measured fragment molecular weights;
extract candidate fragment sequences corresponding to the candidate theoretical fragment molecular weights from the fragment sequences;
compute theoretical product ion masses for the candidate fragment sequences according to predetermined dissociation rules;
extract measured product ion masses from the peaks;
score candidate fragment sequences by comparing the theoretical product ion masses with the measured product ion masses;
identify the fragment sequences of the ribonucleic acid from the candidate fragment sequences based on the scores; and
transmit the identified fragment sequences to the client apparatus.
11. The system according to claim 10 , wherein
the server apparatus control section is further configured to:
compute the occurrence probabilities for the fragment sequences of the candidate ribonucleic acid sequence;
map the scores for the candidate fragment sequences based on the occurrence probabilities; and
identify the fragment sequences of the ribonucleic acid from the candidate fragment sequences based on the map of the scores.
12. The system according to claim 10 , wherein
the storage section of the server apparatus further includes:
a modification rules table that stores modification rules for modifying the ribonucleic acid, and
the control section of the server apparatus further includes:
a modification conversion unit that is configured to perform a conversion between a modified sequence and an unmodified sequence for the fragment sequences by referring to the modification rules.