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From DNA to XNA: Adding STRINGS to Human Genome A DNA molecule is made of six strings to form a hexagonal shape. Remote gene editing capabilities are a reality via AI and the manipulation of our light (our biophotons), electro-magnetism (our electrons) and mechanical vibrations (SOUND i.e the Nth octave; the QUANTUM) using biological circuits, DNA logic gates, synthetic photonic crystals, and quantum dots embedded in nanoscale semiconductors. These are Real-Time Operating Systems (RTOS) that can be used for digital signals processing. In 2013 the SCOTUS decision in the Myriad Genetics case clarified that cDNA is patentable because it does not occur in nature. DNA -> cDNA -> XNA Biostrings Efficient manipulation of biological strings Memory efficient string containers, string matching algorithms, and other utilities, for fast manipulation of large biological sequences or sets of sequences. bioconductor.org/packages/re… GenomAutomorphism This is a R package to compute the automorphisms between pairwise aligned DNA sequences represented as elements from a Genomic Abelian group. In a general scenario, from genomic regions till the whole genomes from a given population (from any species or close related species) can be algebraically represented as a direct sum of cyclic groups or more specifically Abelian p-groups. Basically, we propose the representation of multiple sequence alignments of length N bp as an element of a finite Abelian group created by the direct sum of homocyclic Abelian group of prime-power order. bioconductor.org/packages/re… pwalign Perform pairwise sequence alignments The two main functions in the package are pairwiseAlignment() and stringDist(). The former solves (Needleman-Wunsch) global alignment, (Smith-Waterman) local alignment, and (ends-free) overlap alignment problems. The latter computes the Levenshtein edit distance or pairwise alignment score matrix for a set of strings. bioconductor.org/packages/re… Quasispecies Diversity QSUtils is a set of utility functions intended for use with viral quasispecies amplicon NGS data, but it could also be useful for analyzing 16S/18S ribosomal-based metagenomics or tumor genetic diversity by amplicons. Most functions are equally useful for metagenomic studies. There are three main types: (1) data manipulation and exploration—functions useful for converting reads to haplotypes and frequencies, repairing reads, intersecting strand haplotypes, and visualizing haplotype alignments. (2) diversity indices—functions to compute diversity and entropy, in which incidence, abundance, and functional indices are considered. (3) data simulation—functions useful for generating random viral quasispecies data. bioconductor.org/packages/re… I FOUND IT Y'all the XNA is REAL!!! ⚠️ XNAString ⚠️ Efficient Manipulation of Modified Oligonucleotide Sequences The XNAString package allows for description of base sequences and associated chemical modifications in a single object. XNAString is able to capture single stranded, as well as double stranded molecules. Chemical modifications are represented as independent strings associated with different features of the molecules (base sequence, sugar sequence, backbone sequence, modifications). It also enables secondary structure prediction using RNAfold from ViennaRNA. XNAString is designed to be an efficient representation of nucleic-acid based therapeutics, therefore it stores information about target sequences and provides an interface for matching and alignment functions from Biostrings and pwalign packages. ⚠️ XNAString is able to capture single stranded oligonucleotides, siRNAs, PNAs, shRNAs, gRNAs and synthetic mRNAs, and enable users to apply sequence-manipulating Bioconductor packages to their analysis. XNAString can read and write a HELM notation, compute alphabet frequency, align and match targets. ⚠️ bioconductor.org/packages/re…
A 🧵: Turning Humans into Applications (Apps) BioThings Application Programming Interface (API) Building a Findable, Accessible, Interoperable, Reusable (FAIR) API Ecosystem for Biomedical Knowledge. Findable, Accessible, Interoperable, Reusable (FAIR) (fairdatapoint.org/) is pronounced FEAR. Like the emotion. Semantics. 📝 biothings.io/ Just like when they bring the 🔥 w/ Health Level 7 (HL7) Fast Healthcare Interoperable Resources (FHIR). HL7 FHIR fhir.org/ HL7 Foundry foundry.hl7.org/ Health Level 7 (HL7) Fast Healthcare Interoperable Resources (FHIR) is pronounced FIRE!!!!! 🔥 🔥🔥 The FHIR 🔥 adheres to the FAIR (FEAR PRINCIPLES) Principles!! They are bringing the FEAR (bio/physiological signals) thru enrolling people into clinical trials using their medical electronic health records (EHRs) & by GENERATING synthetic EHRs which then are displayed to the world as pandemics. (PLANdemics) clinicaltrials.gov/data-api/… cdisc.org/kb/articles/use-fh… ⚠️ Why the FUCK does synthetic (GENERATED!!) Electronic Health Records (EHRs) have an Application Programming Interface (API) to an International Standardization dealing w/ the exchange of Medical Electronic Health Records i.e. Health Level 7 (HL7) Fast Healthcare Interoperable Resources (FHIR)? ⚠️ They are raining hellfire🔥 🔥🔥upon the masses w/ the FEAR Principles!! cloud.google.com/healthcare-… synthea.mitre.org/fhir-api mitre.github.io/fhir-for-res… genrocket.com/newsletter/syn… healthit.gov/data/data-brief… govciomedia.com/hl7s-fhir-fo… sciencedirect.com/science/ar… arxiv.org/html/2506.13800v1 BioThings Application Programming Interface (API) Framework Making high-performance Application Programming Interface (API) for biological annotation data. github.com/biothings/biothin… BioThings Application Programming Interface (API) Specifications BioThings Application Programming Interfaces (APIs) are APIs designed 4 BIOLOGICAL ENTITIES!! Here are the guidelines to follow when building a new BioThings API. Why do you think they use that verbiage “ENTITIES” ? biothings.io/biothings-specs BioThings Software Development Kit (SDK) BioThings SDK: A toolkit for building high-performance data APIs in biomedical research A generalizable & reusable toolkit 4 integrating data from multiple disparate data sources & creating high-performance APIs. This toolkit allows users to easily create their own BioThings APIs 4 any data type of interest to them, as well as keep APIs up-to-date w/ their underlying data sources. pmc.ncbi.nlm.nih.gov/article… BioThings SDK is built in Python & released via PyPI pypi.org/project/biothings/ BioThings SDK docs docs.biothings.io/en/latest/ MyGene.info Gene Annotation as a Service. mygene.info/ MyGene.info A BioThings API for gene annotations MyGene.info provides simple-to-use REST web services to query/retrieve gene annotation data. github.com/SuLab/mygene.info MyGene.info docs A typical use case is to use it to power a web application which requires querying genes & obtaining common gene annotations. 4 example, MyGene.info services are used to power BioGPS. docs.mygene.info/en/latest/i… MyGeneset.info docs MyGeneset.info provides simple-to-use REST web services to query, retrieve, & store annotation data for collections of genes. Access curated genesets from public databases, including: GO, KEGG, MSigDB, Disease Ontology/OMIM, Wikipathways, & Reactome. Filter genesets to an organism of interest. Retrieve gene collections w/ an identifier of choice. docs.mygeneset.info/en/lates… Scripps Institute | BioGPS biogps.org/mobile/ scripps.edu/ BioGPS The Gene Portal Hub A free extensible & customizable gene annotation portal, a complete resource for learning about gene & protein function. biogps.org/?full#goto=welcom… BioGPS Plugin Library Plugins are the backbone of BioGPS & can be combined into custom Layouts 4 viewing many at once. biogps.org/plugin/
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#Biyoinfo101 'de bu hafta Pairwise-Çoklu ve Lokal-Global dizi hizalamalarının üzerinden geçiyoruz! #dizihizalma #sequencealignment #pairwisealignment #multiplealignment #globalalignment #localalignment
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Pairwise alignment between Humans and Chimps. If you compare DNA of two species letter by letter, you get close to 99% of matching similarity. #Evolution #Primate #PairwiseAlignment #Bioinformatics
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🧵 Did you know that protein alignment is often more informative than DNA alignment? ⬇️ Here is why. #bioinformatics #alignment #pairwisealignment #proteinalignment #dnaalignment
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