Back

Why does the order matters for mutations in myeloproliferative neoplasm

Wang, Y.

2023-03-15 cancer biology
10.1101/2023.03.14.532623 bioRxiv
Show abstract

Certain nucleotide sequences in DNA can change their positions. Such nucleotide sequences might be shorter than a general gene. When we restrict to nucleotide sequences that form complete genes, we can still find genes that change their relative locations in a genome. Thus for different individuals of the same species, the orders of genes might be different. Such spatial difference of gene orders might be affected by temporal difference of gene (mutation) orders, and can be used to explain the order of mutation problem in myeloproliferative neoplasm. A practical problem is to determine such transposable genes in given gene sequences. Through an intuitive rule, we transform the biological problem of determining transposable genes into a rigorous mathematical problem of determining the longest common subsequence. Given several number sequences, determining the longest common subsequence is a classical problem in computer science. Depending on whether the gene sequence is linear or circular, and whether genes have multiple copies, we classify the problem of determining transposable genes into different scenarios and design corresponding algorithms. Specifically, we study the situation where the longest common subsequence is not unique.

Matching journals

The top 5 journals account for 50% of the predicted probability mass.

50% of probability mass above

"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.