OmicsLogic Inc

OmicsLogic Inc Deciphering Omics Data with Precision and Pioneering Data Science to Unveil the Language of Life.

We facilitate your entire research journey, providing custom-built tools and software solutions tailored to meet your specific research needs. Pine Biotech was established to bring computational big-data analysis tools to the Agrotech and Biotech industries to address industry-specific challenges.

MaFTools is an essential R package that turns raw somatic variant data into publication-ready visuals. By accepting stan...
06/04/2026

MaFTools is an essential R package that turns raw somatic variant data into publication-ready visuals. By accepting standard Mutation Annotation Format (MAF) files directly, it eliminates complex custom scripting. In just a few lines of code, you can effortlessly generate iconic Oncoplots, track tumor mutational burden (TMB), and map somatic interactions.

Beyond graphics, maftools features a robust statistical engine for deep exploratory analysis. It empowers researchers to detect mutually exclusive mutations, extract complex mutational signatures, and run survival analyses. Whether you are analyzing custom sequencing panels or massive public datasets like TCGA, it accelerates discovery in cancer genomics. ๐Ÿงฌ

๐Ÿ”Ž Found this helpful? ๐Ÿšจ Join our ๐‚๐š๐ง๐œ๐ž๐ซ ๐†๐ž๐ง๐จ๐ฆ๐ข๐œ๐ฌ ๐–๐จ๐ซ๐ค๐ฌ๐ก๐จ๐ฉ (๐Œ๐ฎ๐ญ๐š๐ญ๐ข๐จ๐ง๐š๐ฅ ๐€๐ง๐š๐ฅ๐ฒ๐ฌ๐ข๐ฌ; ๐•๐š๐ซ๐ข๐š๐ง๐ญ ๐€๐ง๐ง๐จ๐ญ๐š๐ญ๐ข๐จ๐ง, & ๐‚๐ฅ๐ข๐ง๐ข๐œ๐š๐ฅ ๐ƒ๐š๐ญ๐š ๐ˆ๐ง๐ญ๐ž๐ซ๐ฉ๐ซ๐ž๐ญ๐š๐ญ๐ข๐จ๐ง)!

๐Ÿงฌ๐Ÿ”ฌ This hands-on workshop will take you through the hallmarks of cancer, key pathways, and genomic alterations, diving into driver vs. passenger mutations, SNVs, Indels, CNVs, and SVs. Explore oncogenes, tumor suppressors, and NGS data formats (FASTQ, BAM, VCF) while working with real datasets from COSMIC, TCGA, and cBioPortal.

Learn variant analysis (IGV, ANNOVAR, VEP) & clinical annotation (MAFtools, oncoplots, mutation burden analysis), and apply your skills on real cancer data. ๐Ÿš€

๐Ÿ”— For more information on workshop structure, curriculum, and training resources, register here: https://forms.gle/3GPoVrHxFpGvBt6HA

๐Ÿ“… ๐ƒ๐š๐ญ๐ž: July 6, 2026 - July 9,2026
๐Ÿ•’ ๐“๐ข๐ฆ๐ž: 7:00 PM IST | 8:30 AM CDT
๐Ÿ“ ๐‹๐จ๐œ๐š๐ญ๐ข๐จ๐ง: Online

๐Ÿงฌ ๐—Ÿ๐—ผ๐˜€๐˜ ๐—ถ๐—ป ๐˜๐—ต๐—ผ๐˜‚๐˜€๐—ฎ๐—ป๐—ฑ๐˜€ ๐—ผ๐—ณ ๐—ด๐—ฒ๐—ป๐—ฒ๐˜€? ๐— ๐—ฒ๐—ฒ๐˜ ๐˜๐—ต๐—ฒ ๐—•๐—ถ๐—ด ๐—ง๐—ต๐—ฟ๐—ฒ๐—ฒ ๐—ผ๐—ณ ๐˜€๐—ถ๐—ป๐—ด๐—น๐—ฒ-๐—ฐ๐—ฒ๐—น๐—น ๐—ฅ๐—ก๐—”-๐˜€๐—ฒ๐—พ ๐—ฑ๐—ถ๐—บ๐—ฒ๐—ป๐˜€๐—ถ๐—ผ๐—ป๐—ฎ๐—น๐—ถ๐˜๐˜† ๐—ฟ๐—ฒ๐—ฑ๐˜‚๐—ฐ๐˜๐—ถ๐—ผ๐—ป! ๐Ÿ“ŠTo find patterns and ...
06/04/2026

๐Ÿงฌ ๐—Ÿ๐—ผ๐˜€๐˜ ๐—ถ๐—ป ๐˜๐—ต๐—ผ๐˜‚๐˜€๐—ฎ๐—ป๐—ฑ๐˜€ ๐—ผ๐—ณ ๐—ด๐—ฒ๐—ป๐—ฒ๐˜€? ๐— ๐—ฒ๐—ฒ๐˜ ๐˜๐—ต๐—ฒ ๐—•๐—ถ๐—ด ๐—ง๐—ต๐—ฟ๐—ฒ๐—ฒ ๐—ผ๐—ณ ๐˜€๐—ถ๐—ป๐—ด๐—น๐—ฒ-๐—ฐ๐—ฒ๐—น๐—น ๐—ฅ๐—ก๐—”-๐˜€๐—ฒ๐—พ ๐—ฑ๐—ถ๐—บ๐—ฒ๐—ป๐˜€๐—ถ๐—ผ๐—ป๐—ฎ๐—น๐—ถ๐˜๐˜† ๐—ฟ๐—ฒ๐—ฑ๐˜‚๐—ฐ๐˜๐—ถ๐—ผ๐—ป! ๐Ÿ“Š

To find patterns and cell types in massive sc-RNA-seq datasets, we have to simplify the complexity. Here is how they break down:

๐Ÿ”น PCA: The linear powerhouse. It filters out noise and captures the brightest variations to preserve the ๐—ด๐—น๐—ผ๐—ฏ๐—ฎ๐—น ๐˜€๐˜๐—ฟ๐˜‚๐—ฐ๐˜๐˜‚๐—ฟ๐—ฒ.

๐Ÿ”น t-SNE: The neighborhood specialist. It excels at separating distinct cell types by focusing on ๐—น๐—ผ๐—ฐ๐—ฎ๐—น ๐—ฐ๐—น๐˜‚๐˜€๐˜๐—ฒ๐—ฟ๐˜€.๐Ÿ”น UMAP: The crowd favorite. It strikes the perfect balanceโ€”preserving ๐—น๐—ผ๐—ฐ๐—ฎ๐—น ๐—ฐ๐—น๐˜‚๐˜€๐˜๐—ฒ๐—ฟ๐˜€ while maintaining ๐—ด๐—น๐—ผ๐—ฏ๐—ฎ๐—น ๐—ฟ๐—ฒ๐—น๐—ฎ๐˜๐—ถ๐—ผ๐—ป๐˜€๐—ต๐—ถ๐—ฝ๐˜€ so you can see how cell populations transition.

๐—ฅ๐—ฒ๐—ฎ๐—ฑ๐˜† ๐˜๐—ผ ๐—บ๐—ฎ๐˜€๐˜๐—ฒ๐—ฟ ๐˜๐—ต๐—ฒ๐˜€๐—ฒ ๐˜๐—ฒ๐—ฐ๐—ต๐—ป๐—ถ๐—พ๐˜‚๐—ฒ๐˜€ ๐—ฎ๐—ป๐—ฑ ๐—ฎ๐—ฝ๐—ฝ๐—น๐˜† ๐˜๐—ต๐—ฒ๐—บ ๐˜๐—ผ ๐˜†๐—ผ๐˜‚๐—ฟ ๐—ผ๐˜„๐—ป ๐—ฑ๐—ฎ๐˜๐—ฎ๐˜€๐—ฒ๐˜๐˜€? Join our ๐Ÿ’-๐ƒ๐š๐ฒ ๐‡๐š๐ง๐๐ฌ-๐Ž๐ง ๐Ž๐ง๐ฅ๐ข๐ง๐ž ๐๐†๐’ ๐’๐œ๐‘๐๐€-๐’๐ž๐ช ๐ƒ๐š๐ญ๐š ๐€๐ง๐š๐ฅ๐ฒ๐ฌ๐ข๐ฌ ๐ฐ๐จ๐ซ๐ค๐ฌ๐ก๐จ๐ฉ! Master key workflows - from preprocessing and quality control to clustering, cell type annotation, and functional analysis.

Learn how to analyze ๐’๐œ๐‘๐๐€-๐ฌ๐ž๐ช data using tools like ๐‚๐ž๐ฅ๐ฅ ๐‘๐š๐ง๐ ๐ž๐ซ and ๐’๐ž๐ฎ๐ซ๐š๐ญ, gaining hands-on experience in data cleaning, visualization, and interpretation.

๐Ÿ‘‰ This workshop is perfect for researchers, students, and bioinformatics enthusiasts looking to explore single-cell transcriptomics in biomedical research.

๐Ÿ“… ๐ƒ๐š๐ญ๐ž๐ฌ: July 13, 2026 - July 16, 2026
๐Ÿ“๐‹๐จ๐œ๐š๐ญ๐ข๐จ๐ง: Online

๐Ÿ”— For more information on workshop structure, curriculum, and training resources, register here: https://forms.gle/38PniyAJuZC7567N6

๐Ÿš€ Advance your bioinformatics skills with ScRNA-seq!

๐Ÿ“Œ

๐Ÿ‘-๐ƒ๐š๐ฒ ๐‡๐š๐ง๐๐ฌ-๐Ž๐ง ๐–๐จ๐ซ๐ค๐ฌ๐ก๐จ๐ฉ: ๐๐ฒ๐ญ๐ก๐จ๐ง-๐๐จ๐ฐ๐ž๐ซ๐ž๐ ๐Œ๐จ๐ฅ๐ž๐œ๐ฎ๐ฅ๐š๐ซ ๐Œ๐จ๐๐ž๐ฅ๐ข๐ง๐  ๐Ÿงฌ๐Ÿ๐Ÿ’ปStep into the world of computational drug discovery with t...
06/04/2026

๐Ÿ‘-๐ƒ๐š๐ฒ ๐‡๐š๐ง๐๐ฌ-๐Ž๐ง ๐–๐จ๐ซ๐ค๐ฌ๐ก๐จ๐ฉ: ๐๐ฒ๐ญ๐ก๐จ๐ง-๐๐จ๐ฐ๐ž๐ซ๐ž๐ ๐Œ๐จ๐ฅ๐ž๐œ๐ฎ๐ฅ๐š๐ซ ๐Œ๐จ๐๐ž๐ฅ๐ข๐ง๐  ๐Ÿงฌ๐Ÿ๐Ÿ’ป

Step into the world of computational drug discovery with this intensive, hands-on workshop designed to take you from biological sequences to 3D structures and molecular docking workflows using Python.

๐Ÿ”น ๐–๐ก๐š๐ญ ๐ฒ๐จ๐ฎโ€™๐ฅ๐ฅ ๐ฅ๐ž๐š๐ซ๐ง:
Explore the complete molecular modeling pipeline โ€” including protein structure handling, ligand preparation, docking techniques, and interaction analysis using industry-relevant tools and libraries.

๐Ÿ”น ๐“๐จ๐จ๐ฅ๐ฌ & ๐“๐ž๐œ๐ก๐ง๐จ๐ฅ๐จ๐ ๐ข๐ž๐ฌ:
Gain practical experience with Jupyter, RDKit, PyMOL, AutoDock Vina, Biopython, PDB tools, and AlphaFold-based workflows.

๐Ÿ“… ๐ƒ๐š๐ญ๐ž๐ฌ: ๐‰๐ฎ๐ง๐ž ๐Ÿ๐Ÿ— โ€“ ๐‰๐ฎ๐ฅ๐ฒ ๐Ÿ‘, ๐Ÿ๐ŸŽ๐Ÿ๐Ÿ”
โฐ ๐“๐ข๐ฆ๐ž: ๐Ÿ•:๐ŸŽ๐ŸŽ ๐๐Œ ๐ˆ๐’๐“ | ๐Ÿ–:๐Ÿ‘๐ŸŽ ๐€๐Œ ๐‚๐ƒ๐“
๐Ÿ”— ๐‘๐ž๐ ๐ข๐ฌ๐ญ๐ž๐ซ ๐ง๐จ๐ฐ: https://forms.gle/9tMuFo5TwJS3tftQ6

๐Ÿง  Designed for students, researchers, and professionals looking to build strong foundations in molecular modeling and apply Python-driven workflows in real-world research.

RNA-seq datasets are massiveโ€”thousands of genes measured across samples, often hiding the real biological signal in nois...
06/04/2026

RNA-seq datasets are massiveโ€”thousands of genes measured across samples, often hiding the real biological signal in noise ๐Ÿงฌ

Dimensionality reduction methods like PCA, t-SNE, and UMAP help simplify this complexityโ€”revealing clusters, trends, batch effects, and underlying biology that arenโ€™t obvious in raw data.

But hereโ€™s the real question: are you just visualizing data, or actually understanding it?

In RNA-seq analysis, dimensionality reduction is often the first step toward discovering cell types, disease signatures, and meaningful biological patterns.

๐–๐š๐ง๐ญ ๐ญ๐จ ๐ฅ๐ž๐š๐ซ๐ง ๐ฆ๐จ๐ซ๐ž? Join our ๐Ÿ’-๐ƒ๐š๐ฒ ๐‡๐š๐ง๐๐ฌ-๐Ž๐ง ๐Ž๐ง๐ฅ๐ข๐ง๐ž ๐–๐จ๐ซ๐ค๐ฌ๐ก๐จ๐ฉ: ๐‘๐๐€-๐’๐ž๐ช ๐ƒ๐š๐ญ๐š ๐€๐ง๐š๐ฅ๐ฒ๐ฌ๐ข๐ฌ: ๐…๐ซ๐จ๐ฆ ๐‘๐š๐ฐ ๐‘๐ž๐š๐๐ฌ ๐ญ๐จ ๐๐ข๐จ๐ฅ๐จ๐ ๐ข๐œ๐š๐ฅ ๐ˆ๐ง๐ฌ๐ข๐ ๐ก๐ญ๐ฌ that takes you step-by-step through the complete RNA-Seq analysis workflow โ€” transforming sequencing data into meaningful biological interpretation. Perfect for beginners and intermediate learners looking to build real, research-ready skills.

โœจ Includes 30-day technical & bioinformatics support + complimentary courses |๐Ÿ“š Hands-on practice with curated datasets and R-based workflows

๐Ÿ“… ๐ƒ๐š๐ญ๐ž: June 08 - June 11, 2026
๐Ÿ•’ ๐“๐ข๐ฆ๐ž: 7:00 PM IST | 8:30 AM CDT
๐Ÿ“ ๐‹๐จ๐œ๐š๐ญ๐ข๐จ๐ง: Online (Live + Hands-on demos)
๐Ÿ”— ๐‘๐ž๐ ๐ข๐ฌ๐ญ๐ซ๐š๐ญ๐ข๐จ๐ง ๐‹๐ข๐ง๐ค: https://forms.gle/vBKngGAMfKejkkAJ8

This workshop is perfect for researchers, students, and bioinformatics enthusiasts looking to build practical skills in bulk RNA-Seq analysis for applications in cancer research, immunology, precision medicine, and other omics-driven fields.

Artificial intelligence is rapidly reshaping how clinical trials are designed, conducted, and analyzed. From optimizing ...
06/04/2026

Artificial intelligence is rapidly reshaping how clinical trials are designed, conducted, and analyzed. From optimizing trial design to improving patient recruitment and predicting outcomes, AI enables faster, more efficient, and data-driven decision-making.

By leveraging advanced analytics and machine learning, researchers can identify the right patient populations, monitor safety in real time, and reduce trial failures. This not only accelerates drug development but also improves the accuracy and reliability of clinical insights.

As clinical trials become more complex, integrating AI is no longer optionalโ€”itโ€™s becoming essential for delivering safer, more personalized therapies.

Want to learn how AI is applied across real clinical trial workflowsโ€”from raw data to actionable insights?

๐Ÿšจ Then join our ๐Ÿ-๐ƒ๐š๐ฒ ๐‡๐š๐ง๐๐ฌ-๐Ž๐ง ๐Ž๐ง๐ฅ๐ข๐ง๐ž ๐–๐จ๐ซ๐ค๐ฌ๐ก๐จ๐ฉ ๐จ๐ง ๐€๐ฉ๐ฉ๐ฅ๐ข๐ž๐ ๐€๐ˆ ๐ข๐ง ๐‚๐ฅ๐ข๐ง๐ข๐œ๐š๐ฅ ๐“๐ซ๐ข๐š๐ฅ๐ฌ

Work through practical use cases covering data wrangling, exploratory analysis, predictive modeling, NLP on clinical text, and survival analysis techniques used in modern trials. Gain hands-on experience with methods used to optimize trial design, improve patient stratification, and predict outcomes.

๐Ÿ“… ๐ƒ๐š๐ญ๐ž: June 20 โ€“ June 21, 2026
๐Ÿ•’ ๐“๐ข๐ฆ๐ž: 7:30 PM IST | 9:00 AM CDT
๐ŸŽ“ ๐…๐จ๐ซ๐ฆ๐š๐ญ: Live + Hands-on Demonstrations

๐Ÿ”— ๐‘๐ž๐ ๐ข๐ฌ๐ญ๐ž๐ซ ๐ก๐ž๐ซ๐ž: https://forms.gle/kPhv2e6buqdb5eD17

The ๐‘ช๐’†๐’๐’•๐’“๐’‚๐’ ๐‘ซ๐’๐’ˆ๐’Ž๐’‚ ๐’๐’‡ ๐‘ด๐’๐’๐’†๐’„๐’–๐’๐’‚๐’“ ๐‘ฉ๐’Š๐’๐’๐’๐’ˆ๐’š outlines the flow of genetic information from DNA to RNA to protein. Each step in...
06/04/2026

The ๐‘ช๐’†๐’๐’•๐’“๐’‚๐’ ๐‘ซ๐’๐’ˆ๐’Ž๐’‚ ๐’๐’‡ ๐‘ด๐’๐’๐’†๐’„๐’–๐’๐’‚๐’“ ๐‘ฉ๐’Š๐’๐’๐’๐’ˆ๐’š outlines the flow of genetic information from DNA to RNA to protein. Each step in this process has its corresponding "omics" field:

โคท ๐‘ฎ๐’†๐’๐’๐’Ž๐’Š๐’„๐’”: The study of the entire genome of an organism.
โคท ๐‘ป๐’“๐’‚๐’๐’”๐’„๐’“๐’Š๐’‘๐’•๐’๐’Ž๐’Š๐’„๐’”: The study of the complete set of RNA transcripts in an organism.
โคท ๐‘ท๐’“๐’๐’•๐’†๐’๐’Ž๐’Š๐’„๐’”: The study of the complete set of proteins in an organism.
โคท ๐‘ด๐’†๐’•๐’‚๐’ƒ๐’๐’๐’๐’Ž๐’Š๐’„๐’”: The study of the complete set of small molecules in an organism.

๐๐ซ๐จ๐ญ๐ž๐จ๐ฆ๐ข๐œ๐ฌ is particularly significant because proteins are the workhorses of cells, carrying out a vast array of functions. Understanding the proteome provides insights into:

โคท Identifying proteins involved in disease processe
โคท Developing new drugs that target specific proteins.
โคท Tailoring treatments based on individual protein profiles.

Want to dive deeper into the exciting world of proteomics? Join us for ๐Ÿ’-๐ƒ๐š๐ฒ ๐Ž๐ง๐ฅ๐ข๐ง๐ž ๐–๐จ๐ซ๐ค๐ฌ๐ก๐จ๐ฉ ๐จ๐ง ๐๐ข๐  ๐ƒ๐š๐ญ๐š ๐š๐ง๐ ๐๐ซ๐จ๐ญ๐ž๐จ๐ฆ๐ข๐œ๐ฌ: ๐Ÿฆ  ๐‚๐จ๐ง๐ง๐ž๐œ๐ญ๐ข๐ง๐  ๐ˆ๐ฆ๐ฆ๐ฎ๐ง๐จ๐ฅ๐จ๐ ๐ฒ ๐ฐ๐ข๐ญ๐ก ๐‚๐ฅ๐ข๐ง๐ข๐œ๐š๐ฅ ๐‘๐ž๐ฌ๐ž๐š๐ซ๐œ๐ก!

๐Ÿ”— For more information on workshop structure, curriculum, and training resources, register here: https://forms.gle/dptrxdTm1J5G5WUN8

๐Ÿ“… Date: July 6 โ€“ July 9, 2026
โฐ Time: 7:30 PM IST | 9:00 AM CDT
๐Ÿ“ Location: Online

06/04/2026

๐ŸŽ‰ Our Clinical Genomics: From Sequencing to Clinical Decision-Making workshop, conducted in collaboration with Premas Life Sciences, has successfully concluded!

Over six engaging sessions, participants explored the complete clinical genomics workflow, spanning NGS technologies, variant calling, clinical interpretation, ACMG-guided classification, genomic databases, multi-omics integration, and emerging AI applications in genomics. A heartfelt thank you to our mentors, collaborators, and enthusiastic learners for making this program a truly rewarding experience.

Here's to advancing precision medicine through knowledge, collaboration, and innovation. ๐Ÿงฌโœจ

๐Ÿš€ Stay connected! Follow our social media channels for hands-on workshops, specialized courses, industry insights, and exciting opportunities at the intersection of bioinformatics, genomics, and AI.

VariantInterpretation MultiOmics HealthcareInnovation LifeSciences BiomedicalResearch GenomicMedicine OmicsLogic PremasLifeSciences

๐Ž๐ฎ๐ซ ๐‰๐ฎ๐ง๐ž ๐๐ž๐ฐ๐ฌ๐ฅ๐ž๐ญ๐ญ๐ž๐ซ ๐ข๐ฌ ๐‡๐ž๐ซ๐ž! ๐Ÿงฌ๐Ÿ’ป ๐‘ฏ๐’‚๐’๐’…๐’”-๐‘ถ๐’ ๐‘พ๐’๐’“๐’Œ๐’”๐’‰๐’๐’‘๐’” ๐’๐’ ๐‘ต๐‘ฎ๐‘บ, ๐‘ช๐’๐’Š๐’๐’Š๐’„๐’‚๐’ ๐‘ป๐’“๐’Š๐’‚๐’๐’”, ๐‘ท๐’“๐’๐’•๐’†๐’๐’Ž๐’Š๐’„๐’”, ๐‘น ๐‘ท๐’“๐’๐’ˆ๐’“๐’‚๐’Ž๐’Ž๐’Š๐’๐’ˆ, ๐‘ด๐’๐’๐’†๐’„๐’–๐’๐’‚๐’“ ๐‘ด๐’๐’…๐’†๐’๐’Š๐’...
06/04/2026

๐Ž๐ฎ๐ซ ๐‰๐ฎ๐ง๐ž ๐๐ž๐ฐ๐ฌ๐ฅ๐ž๐ญ๐ญ๐ž๐ซ ๐ข๐ฌ ๐‡๐ž๐ซ๐ž! ๐Ÿงฌ๐Ÿ’ป ๐‘ฏ๐’‚๐’๐’…๐’”-๐‘ถ๐’ ๐‘พ๐’๐’“๐’Œ๐’”๐’‰๐’๐’‘๐’” ๐’๐’ ๐‘ต๐‘ฎ๐‘บ, ๐‘ช๐’๐’Š๐’๐’Š๐’„๐’‚๐’ ๐‘ป๐’“๐’Š๐’‚๐’๐’”, ๐‘ท๐’“๐’๐’•๐’†๐’๐’Ž๐’Š๐’„๐’”, ๐‘น ๐‘ท๐’“๐’๐’ˆ๐’“๐’‚๐’Ž๐’Ž๐’Š๐’๐’ˆ, ๐‘ด๐’๐’๐’†๐’„๐’–๐’๐’‚๐’“ ๐‘ด๐’๐’…๐’†๐’๐’Š๐’๐’ˆ & ๐‘ด๐‘ถ๐‘น๐‘ฌ

This month, we're excited to showcase new opportunities for learners, researchers, and professionals looking to advance their skills in next-generation sequencing and omics data analysis. From hands-on training in Next-Generation Sequencing (NGS), Clinical Trials Analytics, Proteomics, R Programming, and Molecular Modeling & Simulations, to celebrating outstanding student research achievements, this newsletter highlights the latest developments across our learning community.

๐Ÿ“ฉ Read our newsletter here to explore the complete workshop lineup and learn more: https://www.linkedin.com/pulse/hands-on-workshops-ngs-clinical-trials-proteomics-r-programming-40uec

A key component of NGS success is Quality Control (QC). QC is crucial for identifying potential issues early in the libr...
06/04/2026

A key component of NGS success is Quality Control (QC). QC is crucial for identifying potential issues early in the library preparation and sequencing process, ensuring reliable and high-quality sequencing outcomes.

๐Ÿ“š Join our 6-week online program โ€œ๐‘ญ๐’“๐’๐’Ž ๐‘บ๐’‚๐’Ž๐’‘๐’๐’† ๐’•๐’ ๐‘บ๐’†๐’’๐’–๐’†๐’๐’„๐’†๐’“: ๐‘จ ๐‘ท๐’“๐’‚๐’„๐’•๐’Š๐’„๐’‚๐’ ๐‘ฎ๐’–๐’Š๐’…๐’† ๐’•๐’ ๐‘ต๐‘ฎ๐‘บ ๐‘พ๐’๐’“๐’Œ๐’‡๐’๐’๐’˜๐’”โ€ and master the ๐—ฒ๐—ป๐˜๐—ถ๐—ฟ๐—ฒ ๐—ก๐—š๐—ฆ ๐—ฝ๐—ถ๐—ฝ๐—ฒ๐—น๐—ถ๐—ป๐—ฒ, from ๐—ฒ๐˜…๐—ฝ๐—ฒ๐—ฟ๐—ถ๐—บ๐—ฒ๐—ป๐˜๐—ฎ๐—น ๐—ฑ๐—ฒ๐˜€๐—ถ๐—ด๐—ป to ๐—ฐ๐—น๐—ถ๐—ป๐—ถ๐—ฐ๐—ฎ๐—น ๐—ฑ๐—ฎ๐˜๐—ฎ ๐—ถ๐—ป๐˜๐—ฒ๐—ฟ๐—ฝ๐—ฟ๐—ฒ๐˜๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐Ÿงฌ๐Ÿ”ฌ

Designed with a ๐—น๐—ฒ๐—ฎ๐—ฟ๐—ป-๐—ฏ๐˜†-๐—ฑ๐—ผ๐—ถ๐—ป๐—ด ๐—ฎ๐—ฝ๐—ฝ๐—ฟ๐—ผ๐—ฎ๐—ฐ๐—ต, this course offers dual mentorship, bridging ๐˜„๐—ฒ๐˜-๐—น๐—ฎ๐—ฏ ๐—ฝ๐—ฟ๐—ผ๐˜๐—ผ๐—ฐ๐—ผ๐—น๐˜€ and ๐—ฐ๐—ผ๐—บ๐—ฝ๐˜‚๐˜๐—ฎ๐˜๐—ถ๐—ผ๐—ป๐—ฎ๐—น ๐—ฏ๐—ถ๐—ผ๐—ถ๐—ป๐—ณ๐—ผ๐—ฟ๐—บ๐—ฎ๐˜๐—ถ๐—ฐ๐˜€ for a truly end-to-end experience ๐Ÿ’ปโš™๏ธ

Gain hands-on exposure to ๐—น๐—ถ๐—ฏ๐—ฟ๐—ฎ๐—ฟ๐˜† ๐—ฝ๐—ฟ๐—ฒ๐—ฝ๐—ฎ๐—ฟ๐—ฎ๐˜๐—ถ๐—ผ๐—ป, ๐˜€๐—ฒ๐—พ๐˜‚๐—ฒ๐—ป๐—ฐ๐—ถ๐—ป๐—ด ๐˜€๐˜๐—ฟ๐—ฎ๐˜๐—ฒ๐—ด๐—ถ๐—ฒ๐˜€, and downstream analysis including ๐—ฎ๐—น๐—ถ๐—ด๐—ป๐—บ๐—ฒ๐—ป๐˜, ๐˜ƒ๐—ฎ๐—ฟ๐—ถ๐—ฎ๐—ป๐˜ ๐—ฐ๐—ฎ๐—น๐—น๐—ถ๐—ป๐—ด, and ๐—ถ๐—ป๐˜๐—ฒ๐—ฟ๐—ฝ๐—ฟ๐—ฒ๐˜๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐Ÿ“Š

Learn to generate ๐—ต๐—ถ๐—ด๐—ต-๐—พ๐˜‚๐—ฎ๐—น๐—ถ๐˜๐˜† ๐—ก๐—š๐—ฆ ๐—ฑ๐—ฎ๐˜๐—ฎ, perform ๐˜ƒ๐—ฎ๐—ฟ๐—ถ๐—ฎ๐—ป๐˜ ๐—ฎ๐—ป๐—ฎ๐—น๐˜†๐˜€๐—ถ๐˜€, and extract ๐—บ๐—ฒ๐—ฎ๐—ป๐—ถ๐—ป๐—ด๐—ณ๐˜‚๐—น ๐—ฏ๐—ถ๐—ผ๐—น๐—ผ๐—ด๐—ถ๐—ฐ๐—ฎ๐—น ๐—ถ๐—ป๐˜€๐—ถ๐—ด๐—ต๐˜๐˜€ relevant to research and clinical applications

๐Ÿ”— ๐—™๐—ผ๐—ฟ ๐—บ๐—ผ๐—ฟ๐—ฒ ๐—ถ๐—ป๐—ณ๐—ผ๐—ฟ๐—บ๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—ผ๐—ป ๐˜„๐—ผ๐—ฟ๐—ธ๐˜€๐—ต๐—ผ๐—ฝ ๐˜€๐˜๐—ฟ๐˜‚๐—ฐ๐˜๐˜‚๐—ฟ๐—ฒ, ๐—ฐ๐˜‚๐—ฟ๐—ฟ๐—ถ๐—ฐ๐˜‚๐—น๐˜‚๐—บ, ๐—ฎ๐—ป๐—ฑ ๐˜๐—ฟ๐—ฎ๐—ถ๐—ป๐—ถ๐—ป๐—ด ๐—ฟ๐—ฒ๐˜€๐—ผ๐˜‚๐—ฟ๐—ฐ๐—ฒ๐˜€, ๐—ฟ๐—ฒ๐—ด๐—ถ๐˜€๐˜๐—ฒ๐—ฟ ๐—ต๐—ฒ๐—ฟ๐—ฒ: https://forms.gle/SMexf9AGnvbNAGpy8

Secure your spot and build practical skills to advance in ๐—ด๐—ฒ๐—ป๐—ผ๐—บ๐—ถ๐—ฐ๐˜€, ๐—ฏ๐—ถ๐—ผ๐—ถ๐—ป๐—ณ๐—ผ๐—ฟ๐—บ๐—ฎ๐˜๐—ถ๐—ฐ๐˜€, ๐—ฎ๐—ป๐—ฑ ๐—ฐ๐—น๐—ถ๐—ป๐—ถ๐—ฐ๐—ฎ๐—น ๐—ฟ๐—ฒ๐˜€๐—ฒ๐—ฎ๐—ฟ๐—ฐ๐—ต ๐Ÿš€

06/04/2026

๐ŸŒฑ ๐—จ๐—ป๐—น๐—ผ๐—ฐ๐—ธ ๐˜๐—ต๐—ฒ ๐—ฝ๐—ผ๐˜„๐—ฒ๐—ฟ ๐—ผ๐—ณ ๐˜๐—ฟ๐—ฎ๐—ป๐˜€๐—ฐ๐—ฟ๐—ถ๐—ฝ๐˜๐—ผ๐—บ๐—ถ๐—ฐ๐˜€ and gain hands-on experience in ๐—ฃ๐—น๐—ฎ๐—ป๐˜ ๐—ฅ๐—ก๐—”-๐—ฆ๐—ฒ๐—พ ๐——๐—ฎ๐˜๐—ฎ ๐—”๐—ป๐—ฎ๐—น๐˜†๐˜€๐—ถ๐˜€ ๐˜„๐—ถ๐˜๐—ต ๐—ฅ ๐—ฃ๐—ฟ๐—ผ๐—ด๐—ฟ๐—ฎ๐—บ๐—บ๐—ถ๐—ป๐—ด!

Join our ๐Ÿฐ-๐—ฑ๐—ฎ๐˜† ๐—น๐—ถ๐˜ƒ๐—ฒ ๐—ผ๐—ป๐—น๐—ถ๐—ป๐—ฒ ๐˜„๐—ผ๐—ฟ๐—ธ๐˜€๐—ต๐—ผ๐—ฝ designed to take you through an end-to-end RNA-Seq workflow for plant stress research. Learn how to process raw sequencing data, perform differential expression analysis, visualize results, and derive meaningful biological insights using industry-relevant tools and R packages.

๐Ÿ”ฌ ๐—ช๐—ต๐—ฎ๐˜ ๐˜†๐—ผ๐˜‚โ€™๐—น๐—น ๐—น๐—ฒ๐—ฎ๐—ฟ๐—ป:
โœ… RNA-Seq experimental design and data preparation
โœ… Read alignment, quantification, and normalization
โœ… Differential expression analysis with ๐——๐—˜๐—ฆ๐—ฒ๐—พ๐Ÿฎ & ๐—ฒ๐—ฑ๐—ด๐—ฒ๐—ฅ
โœ… Volcano plots, heatmaps, and transcriptomic data visualization
โœ… Pathway enrichment and gene ontology analysis
โœ… Biological interpretation of stress-responsive genes

๐Ÿ“… ๐——๐—ฎ๐˜๐—ฒ๐˜€: July 20โ€“23, 2026
โฐ ๐—ง๐—ถ๐—บ๐—ฒ: 7:00 PM IST | 8:30 AM CDT
๐Ÿ’ป ๐—™๐—ผ๐—ฟ๐—บ๐—ฎ๐˜: Live + Hands-on Online Workshop
๐Ÿ”— ๐—ฅ๐—ฒ๐—ด๐—ถ๐˜€๐˜๐—ฒ๐—ฟ ๐—ก๐—ผ๐˜„: https://forms.gle/4bSsNJhZSLhVKsWG7

๐ŸŽฏ Ideal for students, researchers, plant scientists, and professionals looking to strengthen their RNA-Seq and transcriptomics analysis skills.

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