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Open Science • Computational Biology Hub

Empowering Modern Genomics & Bioinformatics Research

High-throughput sequencing architectures, reproducible pipeline blueprints, interactive biological sequence tools, and structured programming curricula for life scientists.

60+

Guides & Chapters

4

NGS Technologies

10+

Pipelines

100%

Open Access

Sequence Quick Inspector Interactive Live

Input any DNA/RNA sequence below to calculate GC% content, nucleotide counts, and sequence length in real time:

49 bp
Length
48.98%
GC Content
51.02%
AT Content
Real-time client-side analysis Full Tools Suite →

Milestone Research & Discoveries

Recent landmark breakthroughs and peer-reviewed discoveries reshaping high-resolution pangenomics, AI-driven biomolecular interaction modeling, cellular atlases, and climate-resilient agriculture.

πŸ† Nobel Prize in Physiology or Medicine Special Story Feature
In-Depth Editorial

Illuminating the Mind: How an Algal Eye Sparked a Revolution in Brain Science

Honouring Karl Deisseroth, Peter Hegemann, and Georg Nagel — “For their discoveries concerning light-gated ion channels and optogenetics.” From photosynthetic green pond scum to restoring human vision and decoding memory engrams, explore how pulses of light unlocked the neural code.

Karl Deisseroth Peter Hegemann Georg Nagel Channelrhodopsin-2
Read Full Story →
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Nature Landmark (HPRC)

A Draft Human Pangenome Reference

The Human Pangenome Reference Consortium replaces the single linear GRCh38 reference with a multi-ancestry graph genome built from 47 phased diploid assemblies, capturing 119 million non-reference base pairs and 1,115 complex gene duplications.

Read on Nature.com →
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Nature 2024 AI Breakthrough

Biomolecular Interactions with AlphaFold 3

DeepMind and Isomorphic Labs expand deep learning from single proteins to joint atomic-resolution predictions of proteins, DNA, RNA, post-translational modifications, and small-molecule chemical ligands across the cellular interactome.

Read on Nature.com →
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Nature 2023 T2T Consortium

Complete Sequence of a Human Y Chromosome

The Telomere-to-Telomere (T2T) consortium resolves the final 62.5 megabases of the human genome, correcting errors in legacy assemblies and unraveling complex satellite repeat arrays, inverted palindromes, and 41 newly identified protein-coding genes.

Read on Nature.com →
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Science / NIH BRAIN Initiative

Single-Cell Atlas of the Human Brain

A monumental multi-omic census cataloging over 3,000 human brain cell types across nearly 100 anatomical regions, mapping cell-type-specific transcriptional regulatory programs and non-coding risk variants for neuropsychiatric disorders.

Read on Science.org →
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Nature Methods Landmark

Subcellular Spatial Transcriptomics

High-plex in situ sequencing and spatial imaging technologies map thousands of individual RNA transcripts and proteins directly within intact histological architectures, decoding tumor microenvironments and immune infiltration without cell dissociation.

Read on Nature Methods →
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Crop Genomics & Food Security

Pan-Genomic Dissection for Resilient Crops

Global pan-genomic sequencing across millets, rice, and barley germplasm uncovers critical structural variants, drought-tolerant transcriptional networks, and elite alleles driving high nutrient-density crops under accelerating climate change.

Explore Millets & Crop Genomics →
Web-Based Sequence Tools

Interactive Bioinformatics Suite

Analyze, manipulate, translate, and digest biological sequences directly in your browser with zero latency. 9 production-grade sequence tools running entirely in-browser.

70 bp
Total Length
37.14%
GC Content
62.86%
AT Content
A:22 T:22 G:13 C:13
Base Frequencies
20 bp
Length
58.4 °C
Melting Temp (Tm)
50.0%
GC Content
6,162 Da
Mol. Weight
Yes (C)
3' GC Clamp

Click “Map Cut Sites” or type above to scan for cleavage recognition motifs.

ATG → Methionine (Met / M)

Role: Universal Start Codon (Initiation of translation). Hydrophobic aliphatic amino acid.

607 aa
Residue Count
69.37 kDa
Molecular Weight
5.67
Isoelectric Point (pI)
-15.2
Net Charge (pH 7.4)
38.2%
Hydrophobic Residues
Benchmarking Platforms

Next-Generation Sequencing Matrix

Comprehensive comparative specification matrix across short-read, synthetic long-read, and native single-molecule sequencing technologies.

PlatformMethodologyRead LengthAccuracyThroughput / RunKey ApplicationsDeep-Dive Guide
● Illumina
Sequencing by Synthesis (SBS) with reversible dye terminatorsShort (2 × 150 bp or 2 × 300 bp)> 99.9% (Q30 > 85%)Up to 16 Tb (NovaSeq X)Whole genome resequencing, Exome sequencing, Bulk RNA-Seq, ChIP-seqIllumina Guide →
● Oxford Nanopore
Direct electrical current disruption through protein nanoporesUltra-long (10 kb to > 2 Mb)99% (Q20+ duplex basecalling)Up to 290 Gb (PromethION 48 flowcell)De novo genome assembly, structural variation, real-time field sequencing, native direct RNA/DNA methylationNanopore Guide →
● PacBio SMRT
Single-Molecule Real-Time (HiFi consensus sequencing in zero-mode waveguides)Long (15 kb – 25 kb)> 99.9% (HiFi Q30+)Up to 360 Gb (PacBio Revio)Telomere-to-telomere assemblies, phasing complex alleles, pangenomics, Iso-Seq full-length cDNAPacBio Guide →
● Ion Torrent
Semiconductor proton / pH detection during nucleotide incorporationShort to Mid (up to 400 bp)> 99% (Q30)Up to 50 Gb (Ion GeneStudio / Genexus)Targeted gene panels, clinical oncology amplicon assays, rapid pathogen typingIon Torrent Guide →
Curated Learning Pathways

Master Computational Biology Step-by-Step

Whether transitioning from wet-lab genetics or computer science, follow our structured pedagogical pathways to master omics data analysis.

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Genomics & Genome Assembly

Master de novo assembly, reference alignment, scaffolding with Hi-C, and structural genome annotation.

FASTQ QC SPAdes Flye BRAKER3
• Genomics Overview • Genome Assembly Methods • Genome Annotation Guide
Start Genomics Track →
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Python for Next-Gen Biologists

Complete interactive curriculum covering Python syntax, data structures, FASTA/FASTQ handling, and Biopython algorithms.

Python 3 Biopython Pandas File I/O
• Variables, Dicts & Lists • Loops & Conditionals • CSV & FASTA Processing
Explore Python Syllabus →
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HPC, Linux & Production Pipelines

16+ production workflow blueprints across WGS, somatic cancer, scRNA-Seq, ATAC-seq, MAGs, and pan-genomics with Nextflow and Snakemake.

Nextflow GATK4 scRNA-Seq ATAC-Seq MAGs
• 16 Standard Pipelines (7 Domains) • 50 Essential Linux Commands • SLURM & HPC Automation Scripts
Explore All 16 Pipelines →
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Transcriptomics & RNA-Seq

Quantify gene expression, identify differential transcripts with DESeq2, perform GO/KEGG pathway enrichment, and discover novel isoforms.

STAR DESeq2 featureCounts GSEA
• Transcriptomics Fundamentals • R for Transcriptomic Statistics • Functional Gene Enrichment
Explore Transcriptomics →
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Metagenomics & Microbiome

Explore whole-metagenome shotgun sequencing, 16S amplicon profiling, Kraken2 taxonomic classification, and metabolic reconstruction.

Kraken2 QIIME2 Bracken HUMAnN
• Metagenomics Guide • Comparative Pan-Genomics • Intro to Computational Methods
Start Metagenomics Track →
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AI & Deep Learning in Biology

Harness neural networks, protein folding foundation models (AlphaFold 3, ESMFold), and LLMs for accelerated biomedical discovery.

AlphaFold 3 ESMFold RFdiffusion Deep Learning
• Top AI Tools for Research • Open Source Tools Matrix • Practical Genomics Training
Discover AI Tools →