Friday, June 19, 2026

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Complete RPMI-1640 Preparation: A Practical Laboratory Workflow

A Step-by-Step Guide to Plasmodium Culture Media

If you’ve spent any time in a malaria lab, you know that Plasmodium falciparum is a picky eater. 

The goal here is to create a stable, nutrient-rich environment that mimics human physiological conditions while accounting for the common pitfalls of lab life; like the frustrating tendency of buffers to outgas or essential amino acids to degrade.

The media used (RPMI-1640) was developed at Roswell Park Memorial Institute in the 1960s. The "1640" refers to the formulation number assigned during its development, reflecting the extensive empirical (trial-and-error, experiment-based) optimisation that produced the medium.

RPMI-1640 has a fascinating history because it emerged during the period when mammalian cell culture was transitioning from empirical media recipes to more rationally designed formulations. For those like me, wondering what empirical means, it’s approaches that were based on observation, experimentation, and trial-and-error rather than a complete theoretical understanding. 

Origin of RPMI-1640

RPMI stands for: Roswell Park Memorial Institute

The medium was developed at the Roswell Park Comprehensive Cancer Center in Buffalo, New York.

The principal developers were:

  • George E. Moore

  • Robert E. Gerner

  • Harold A. Franklin

during the 1960s.


The general components and amounts in 1L RPMI are: 

RPMI 1640: 10.44 g (The nutritional backbone, containing l-glutamine at a final conc. of 2mM). This is 5.22g if only making 500 mL

HEPES: 5.96 g (Your primary buffering agent). If making 500 mL, add 12.5 mL of 1M HEPES. If you buy the powdered RPMI, it likely comes with this already.


NaHCO3​: 58 mL of 3.6%  (final is 2g/L ; For pH stability and gas exchange). Sodium bicarbonate is notorious for outgassing (releasing CO2​), which can cause your pH to drift upward over time. To combat this, we add it just before use.


Hypoxanthine: 50 mg (200uM, Essential for parasite purine salvage)


Gentamicin: 20 ug/mL stock (Your antibiotic shield). For 1L you can add 20 mg of gentamicin


Ultrapure/sterile H2​O: 960 mL

1M NaOH: For dissolving the hypoxanthine


Conc. HCL and NaOH: For final pH adjustment





REFERENCES:

1.     Lopez-Perez, M., & Seidu, Z. (2022). Establishing and Maintaining In Vitro Cultures of Asexual Blood Stages of Plasmodium falciparum. Methods in Molecular Biology. 

2.     Maier, A. G., & Rug, M. (2013). In vitro culturing Plasmodium falciparum erythrocytic stages. Methods in Molecular Biology. 

3.     Trager, W., & Jensen, J. B. (1976). Human malaria parasites in continuous culture. Science, 193(4254), 673–675. 

4.     World Health Organization. (2023). World Malaria Report 2023. Geneva: WHO.


Wednesday, May 13, 2026

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Antisense RNA Explained: Why Strand-Specific RNA-Seq Matters

 The Two Strands of DNA Do Not Carry the Same Information: Antisense RNA and Why Strand-Specific RNA-Seq Changed Everything



For the longest time, I subconsciously assumed the two strands of DNA carried the same biological information.

Not identical sequences, obviously. We all learn early on that DNA strands are complementary:

A pairs with T.
G pairs with C.

But conceptually, I still thought of one strand as essentially a mirrored backup copy of the other. Same information, just reversed.

Then I properly encountered antisense RNA and strand-specific RNA sequencing.

And suddenly I realised something that completely changed how I visualise genomes:

The opposite strand of DNA can encode entirely different biological information.

Not just regulatory signals. Entirely different RNAs. Sometimes entirely different proteins.


The Textbook Version vs Reality

Most of us are taught transcription something like this:

DNA → RNA → Protein

A gene sits on DNA. RNA polymerase reads it. mRNA is produced. Protein gets made. 

But real genomes are much messier than that.

Genes can overlap. Transcription can occur in both directions. RNAs can regulate other RNAs. Some RNAs are never translated at all. And sometimes the "opposite" strand of DNA contains completely different instructions.


What Is Antisense RNA?



To understand antisense RNA, we first need to separate two ideas:

Sense strand
The DNA strand whose sequence matches the RNA transcript (except T is replaced with U).

Antisense strand (template strand)
The DNA strand actually used by RNA polymerase as the template during transcription.

Already, the naming is confusing enough to give undergraduate students mental strain.

But here’s the important part:

An RNA molecule can also be produced from the opposite DNA strand in the reverse direction.

That RNA is called an antisense RNA.

This means you can have something like this:

  • One strand producing a normal protein-coding mRNA

  • The opposite strand producing a completely different RNA transcript

And because the sequences are complementary, the RNAs can physically interact with one another.

That interaction can:

  • block translation,

  • alter chromatin structure,

  • regulate transcription,

  • or affect RNA stability.

In other words, antisense RNAs are not necessarily transcriptional "noise". They can have real biological functions.


The moment the light bulb came on for me was realising this:

The opposite DNA strand is not just a passive complementary copy.

It can contain:

  • different promoters,

  • different transcription start sites,

  • different open reading frames,

  • and entirely different regulatory information.

That means the genome is not one-dimensional.

It is layered, so strand direction becomes critically important.


One of the Most Famous Examples: XIST and TSIX

A classic example comes from X chromosome inactivation in mammals.

Female mammals have two X chromosomes, but one must be largely silenced to prevent double dosage of X-linked genes.

This process is controlled by a long non-coding RNA called XIST.

XIST coats one X chromosome and helps silence it.

Interestingly, another RNA called TSIX is transcribed from the opposite strand across the XIST locus.

TSIX is an antisense transcript.

And rather than being meaningless background transcription, TSIX helps regulate XIST expression itself.

So you end up with a regulatory system where:

  • XIST promotes X chromosome silencing

  • TSIX regulates XIST

  • both arising from opposite strands of the same genomic region

A classic paper by Navarro et al. (2005) showed that TSIX transcription alters chromatin conformation at the XIST locus, highlighting that antisense transcription itself can have regulatory consequences.

At this point, the idea that DNA is simply a static storage medium starts to feel very incomplete.


Scientists Initially Thought Antisense Transcription Was Mostly Noise

And honestly, this assumption made sense at the time.

Early transcriptomics methods often struggled to determine which DNA strand an RNA came from. Researchers could detect transcriptional signal, but not always its orientation.

So when overlapping or opposite-direction transcripts appeared, many scientists assumed they were:

  • transcriptional errors,

  • random polymerase activity,

  • or biological noise.

Then strand-specific RNA sequencing methods became more widely adopted.

And suddenly researchers realised antisense transcription was everywhere.

Not just in humans.
Not just in weird edge cases.

Entire layers of genome regulation had been hiding in plain sight simply because earlier methods collapsed strand information together.


Why Ordinary RNA-Seq Can Cause Problems

This is where strand-specific RNA-seq becomes incredibly important.

In conventional (non-stranded) RNA-seq, you can sequence RNA transcripts perfectly well, but you may lose information about which DNA strand they originally came from.

That becomes a major problem when:

  • genes overlap,

  • antisense RNAs exist,

  • or neighbouring genes are transcribed in opposite directions.

Imagine two genes sitting on opposite strands of DNA:

One goes left → right
The other goes right → left

If your RNA-seq data is not strand-specific, all the sequencing reads can appear merged together.

You may detect transcription in that region, but you cannot confidently determine:

  • which gene produced the RNA,

  • whether both genes are active,

  • or whether antisense transcription is occurring.

That ambiguity can completely alter biological interpretation.


Strand-Specific RNA-Seq Preserves Directionality

Strand-specific RNA-seq solves this problem by preserving transcript orientation during library preparation.

In simple terms, it tells you:

"This RNA came from THIS DNA strand."

That sounds like a tiny technical detail but having that information changes how we interpret:

  • gene boundaries,

  • overlapping loci,

  • antisense transcription,

  • non-coding RNAs,

  • and transcript abundance.

This is especially important in compact genomes where genes are tightly packed together.

Without strandedness, transcriptional landscapes can become blurred.


The Bioinformatics Consequences Are Huge

If you accidentally analyse stranded RNA-seq data using the wrong strand settings during alignment or counting, you can:

  • invert expression signals,

  • assign reads to the wrong genes,

  • underestimate transcript abundance,

  • or completely miss antisense transcription.

In other words:
your computational interpretation becomes biologically wrong.

This is why bioinformaticians care so much about strandedness metadata in RNA-seq experiments.

It is not computational nitpicking: it fundamentally affects what the data means.


For me, the most fascinating part of all this is philosophical as much as technical.

At school and university, DNA is often presented as though genes sit neatly along a chromosome like words written left-to-right in a book.

But real genomes are far stranger than that.

They are:

  • bidirectional,

  • overlapping,

  • dynamic,

  • and deeply layered.

The two strands of DNA are not redundant copies carrying the same biological information.

They can encode entirely different transcripts with entirely different functions.


Further Reading and References

Ali, T., Grote, P., & Rosenstiel, P. (2023). Natural antisense transcripts in disease and therapy. Non-Coding RNA, 9(6), 76. https://pmc.ncbi.nlm.nih.gov/articles/PMC10761088/

Goodman, A. J., Chung, D. W. D., McGrath, P. T., et al. (2013). Pervasive antisense transcription is evolutionarily conserved in budding yeast. Molecular Biology and Evolution, 30(2), 409–421. https://academic.oup.com/mbe/article/30/2/409/1017569

Jensen, T. H., Jacquier, A., & Libri, D. (2013). Dealing with pervasive transcription. Molecular Cell, 52(4), 473–484. https://www.sciencedirect.com/science/article/pii/S1097276513007983

Navarro, P., Page, D. R., Avner, P., & Rougeulle, C. (2005). Tsix transcription across the Xist gene alters chromatin conformation without affecting Xist transcription: Implications for X-chromosome inactivation. Genes & Development, 19(12), 1474–1484. https://genesdev.cshlp.org/content/19/12/1474.full

Schurch, N. J., Schofield, P., Gierliński, M., et al. (2014). Improved annotation of alternatively spliced and long intergenic non-coding RNAs by combining strand-specific RNA sequencing, paired-end sequencing and multiple knockout mutants. Nucleic Acids Research, 42(13), e104. https://arxiv.org/abs/1311.2494

Senner, C. E., & Brockdorff, N. (2009). Xist gene regulation at the onset of X inactivation. Current Opinion in Genetics & Development, 19(2), 122–126. https://pubmed.ncbi.nlm.nih.gov/19345091/


Related post: 


Stranded vs. Unstranded RNA-Seq: Why Strand Information Matters in Gene Expression

https://adwoabiotech.blogspot.com/2025/05/stranded-vs-unstranded-rna-seq-why.html


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Complete RPMI-1640 Preparation: A Practical Laboratory Workflow

A Step-by-Step Guide to Plasmodium Culture Media If you’ve spent any time in a malaria lab, you know that Plasmodium falciparum is a picky ...

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Adwoa Biotech Tools and Techniques Hub offers clear, practical explanations of essential molecular biology and biotechnology methods. Learn PCR primer design, cDNA synthesis, cloning strategies, nucleic acid purification, CRISPR delivery innovations, data analysis concepts, and everyday lab skills. Enjoyed the tutorial, connect with me on YouTube for video content on these topics: @adwoabiotech