// Twitter Cards // Prexisting Head The Biologist Is In

Tuesday, April 1, 2014

The Color of Tomatoes


Tomatoes can be found in a wide range of colors (red, pink, orange, yellow, white, green, brown, purple, blue) at your local farmers' market or grocer. Those color differences represent differences in the types and proportions of biologically synthesized pigments. Because tomatoes are such an important crop and adding those pigments to our diet has been shown to give us positive health impacts, researchers have spent some time studying the pathway they use to build the various pigments.

Information about the pathway is spread across numerous papers encompassing decades of research. Not every paper examining the topic will contain all the details of the pathway and there are sometimes conflicting results that have to be negotiated.

The fortunate thing is that these days, more and more of the research behind any particular topic is being placed online. This gives amateur and professional researchers alike access to the same information and either can learn a great deal about many different subjects that may interest them. In general you shouldn't put too much stock in the results of any one paper, but when the results of multiple independent lines of inquiry happen to align, you can be more confident in the inferences you gain.



You might say I'm somewhat interested in the biology of the things I find around me. I decided to look into what was known about the interesting colors found in tomatoes.

The majority of pigments in the tomato are carotenoids. After a bit of research, I generated the figure (at right) to show the biosynthesis pathway which produces these pigments. It illustrates most of what I've learned about the pathway. The figure is probably not entirely comprehensive, as all biological systems are intricate, but it contains sufficient detail to help explain the range of fruit colors seen in tomatoes.

You can dig through the references at the end of this post if you're interested in where I got the information. In fact, I would highly recommend you do so, if you're interested in the biology of tomato color. If you've never read primary literature, you should be aware that you may have to read through dozens (or hundreds) of papers to get a solid grasp of a new topic in this way.

In my figure, I use double arrows to indicate higher reaction rates, as inferred from preferred branches of the reaction pathway or intermediates which are known but don't appear in large amounts. The colored components of the pathway are highlighted in something approaching their true colors in chromatography experiments (and in the fruit) to make it simpler to visualize how mutations might impact fruit color.

Energy flows through biosynthetic pathways. Though each enzymatic reaction is reversible, the overall progression of the pathway is driven by the enthalpy gradient across its components. When a mutation breaks part of a pathway, it blocks that flow of energy, resulting in a build-up of the chemical intermediates just before the break as well as a reduction or absence of those intermediates after the break.



The following figures are close-up versions of the main figure above, highlight the placement of a series of mutations in the pathway which result in color changes in the flesh of tomatoes. The mutations are indicated by a large negative or positive sign, highlighted in red, at the location of the change to the pathway.

Mutant : 'r'
The first major mutation (left) is responsible for the difference between red and yellow tomatoes. The wild-type dominant allele of the gene leads to the production of lycopene, so the gene is named 'red' ('R'). The recessive allele ('r') results in an overall decrease in the production of carotenoids. The decrease is not uniform; some carotenoids are suppressed more than others, resulting in an overall yellow appearance.
Mutant : 'gf'

The second major mutation (right), in combination with the 'r' mutation just described, is the most common cause of green-fleshed tomatoes. The recessive mutant allele leads to green flesh, so it is named 'green-flesh' ('gf'). The wild-type dominant allele of the gene ('Gf') allows the breakdown of chlorophyll and other photosynthetic components during the ripening process.

A minor mutation produces green ripe fruit by interfering with the ability of the fruit ripening system to respond to ethylene. Ethylene is a common plant hormone involved in maturation/ripening/senescence, so this mutation keeps some aspects of the normal fruit ripening from happening. This dominant mutant allele is called 'Green-ripe' ('Gr') and results in a green tomato with a red heart. This mutation doesn't impact the pigment pathway, but instead where different components of it are activated. It is not clear if it interacts with the 'red' ('r') locus in a similar way to the more common 'gf' mutation.

Mutant : 't'
The third major mutation (left) is responsible for the most common form of orange tomato. The recessive mutant allele is named 'tangerine' ('t') (after the orange variety "Tangerine" where the gene was found). The wild-type dominant allele of the gene ('T') allows the final synthesis of lycopene. The mutation results in the build-up of orange prolycopene, as well as zeta-carotene in smaller amounts.
Mutant : 'B'

Another minor mutation (right) results in a less common types of orange tomato. The dominant allele is named 'beta-carotene' ('Beta', 'B') because it leads to a large increase in beta-carotene and a decrease in lycopene. The position of this gene in the pathway and the mechanism of the mutation isn't entirely clear, but the data seems to suggest the gene is involved in the conversion of lycopene to gamma-carotene and the mutation results in increased activity.




The color of the epidermis also impacts the apparent color of tomatoes, but the mutations impacting this system are less well-understood. The typical red tomato has a transparent-yellow epidermis, giving the associated gene its name 'yellow' ('Y'). A common recessive mutation ('y') results in a clear epidermis. The epidermis color overlaid on the flesh color results in the perceptual differences is red/pink and brown/purple tomatoes.

Recently, breeders have been been working with genes that result in the production of dark purple anthocyanins in the skin of tomatoes. The two genes 'anthocyanin-fruit' ('Aft') and 'atroviolaceum' ('atv') were introgressed into cultivated tomatoes from Solanum chilense and Solanum cheesmaniae, respectively. A less common gene 'Abg' was introgressed into cultivated tomatoes from Solanum lycopersicoides, but is less useful/available because it has a recessive lethal character. All three genes are described in Mes et al, 2008.

Frogsleep Farms
There is evidence for lycopene production in the skin of some tomatoes, resulting in an opaque-red skin. The details of the genetics have yet to be worked out and published, but Frogsleep Farms has found some lovely examples. The fruit at right appears to have the genotype 'r' for yellow fruit flesh color, but has intense lycopene-red in the epidermis. (The first photo on this page shows another fruit, illustrating high-lycopene opaque-red skin.)

In my personal gardening, I've noticed an opaque-red epidermis in fruit produced by the micro-tomato variety 'Tiny Tim'. This variety was derived in part from the wild tomato Solanum pimpinellifolium, which also seems to have an opaque-red fruit epidermis. Potential variations might eventually be found which have opaque-yellow or opaque-orange skin, so I find the idea of exploring the traits of fruit skin color to be exciting.



wild-type
Another set of genes impact where pigment is produced in the fruit. A wild-type tomato has a dark-green shoulder when immature, which delays ripening at the top of the fruit. Common modern market tomatoes have the 'uniform ripening' ('u') trait which shows even ripening, but reduced overall color. This gene is a transcription factor which normally guides chlorophyll distribution and abundance in unripe fruit.

[dgdg] vs. [uu]
The 'dark green' ('dg') mutation produces a dark green immature fruit and increased levels of carotenoids in the ripe fruit. The 'high pigment 2' ('hp2') mutant is now considered to be a different allele of the same gene as 'dg', which is now known to be the tomato homolog of the Arabidopsis DEETIOLATED1 gene. This gene is involved in the perception of light levels and impacts morphogenesis.

The cause of bicolor, striped, and spotted tomatoes are less well understood. Striped tomatoes using the 'green stripe' ('gs') mutation are pretty common these days. Another type of striping is due to a dominant allele ('Ufs') of the 'uniform ripening' gene. Spotting is generally considered a commercial defect, but the 'gold fleck' ('Gfk') trait is an interesting look when it is highly expressed.



In the following section, I give limited descriptions of the different color categories of tomatoes. This description includes the genotypes and example varieties associated with them when they're commercially available.

 'RR' (Kachanovsky et al, 2012)
Red Tomatoes

The typical red tomato is pigmented by a large amount of lycopene and lesser amounts of beta-carotene, driven by the 'red' ('R') gene. The skin of these tomatoes also has a yellow pigment driven by the 'yellow' ('Y') gene.
genotype = [RR; YY]
example = "Red Barn".

Pink Tomatoes

These have the lycopene (red) and beta-carotene (orange) of typical tomatoes, but they have clear skin from a recessive allele 'y'. This results in the tomatoes appearing pink when compared to the typical red tomato.
genotype = [RR; yy]
example = "Dwarf Champion Improved".

Orange Tomatoes
 'RR; tt' & 'rr; tt' (Kachanovsky et al, 2012)


The most common type of orange tomato is caused by the 'tangerine' ('t') mutation. The skin can be clear or yellow.
genotype = [RR; YY/yy; tt] or [rr; YY/yy; tt]
example = "Earl of Edgecombe", "Elbe", "Tangerine".

A less common type of orange tomato is caused by the 'Beta-carotene' ('Beta','B') mutation. The skin can be clear or yellow.
genotype = [RR; YY/yy; BB]
example = "Caro-Rich","Jaune Flammée".

 'rr' (Kachanovsky et al, 2012)
Yellow/White Tomatoes

Yellow tomatoes are caused by a recessive allele ('r') of the 'red' gene. The skin can be clear or yellow.
genotype = [rr; YY/yy; TT]
examples = "Yellow Pear".

White tomatoes appear to be caused by a stronger recessive allele ('r-') of the 'red' gene.
genotype = [r-r-; YY/yy; TT]
example = "Dr Carolyn", "White Queen".

Green Tomatoes

"Coeur de Surpriz" showing 'Gr'.
Grown by Mary Hope.
The most common type of green tomato is caused by the recessive 'green-flesh' ('gf') mutation in combination with the 'r' mutation.
genotype = [rr; YY/yy; TT; gfgf]
example = "Green Zebra".

A less common type of green tomato is caused by the dominant 'Green-ripe' ('Gr') mutation. This mutation leaves the center of the fruit to ripen normally, resulting in green/'purple' outer regions and a yellow/red center. There are heirloom varieties around with this trait, but I haven't been able to find many specific names.
genotype = [GrGr]
example = "Coeur de Surpriz".

Brown Tomatoes

These are pigmented by a large amount of lycopene and lesser amounts of beta-carotene, driven by the 'red' ('R') gene, as well as by chlorophyll from the 'green-flesh' ('gf') gene. The skin of these tomatoes has a yellow pigment driven by the 'yellow' ('Y') gene.
genotype = [RR; YY; TT; gfgf]
example = "Black Russian", "Brazilian Beauty".

Purple Tomatoes

These are pigmented by a large amount of lycopene and lesser amounts of beta-carotene, driven by the 'red' ('R') gene, as well as by chlorophyll from the 'green-flesh' ('gf') gene. The skin of these tomatoes is clear driven by the mutant allele ('y') of the 'yellow' gene.
genotype = [RR; yy; TT; gfgf]
example = "Black Cherry", "Black Krim".

"Indigo Rose" showing 'Aft' and 'atv'.
Blue Tomatoes 

These have anthocyanin expression in the skin, driven by the combination of 'anthocyanin fruit' ('Aft') and 'atroviolaceum' ('atv') genes.
genotype = [AftAft; atvatv]
example = "Indigo Rose".

Black Tomatoes

There is no specific genetics to describe for this category. 'Black' is often used to describe those that I would call 'brown' or 'purple'. (The example varieties I list for the 'brown' and 'purple' groups have names starting with 'black'.) I wouldn't be surprised if the 'blue' tomatoes end up being described this way, since they're actually the closest to black we're likely to get.



Bicolor Tomatoes

The 'bicolor' trait is caused by an allele ('ry') of the 'R' gene which activates of the carotenoid pathway in some parts of the fruit and not others. This results in streaks of red and yellow throughout the fruit and skin.
genotype = [ryry]

Striped Tomatoes

"Green Zebra" showing 'gs'.
Dark green stripes on immature fruit, driven by the recessive 'green-stripe' ('gs') gene. This trait has become very popular lately and is responsible for the stripes seen on many heirloom-type varieties available in markets.
genotype = [gsgs]
examples = "Green Zebra", "Striped Roman".
tomato showing 'UFs'

Dark green radial stripes, opposite of each locule, driven by a dominant allele ('UFs') of the 'uniform-ripening' gene. Frogsleep Farm has some nice photos of fruit with the pattern mixed with anthocyanin production, as well as a nice bit of discussion of the trait, but there seem to be few commercially available varieties with this form of striping.
genotype = [UFsUFs]
examples = "Siberian Tiger", "Arbuznyi".

Spotted Tomatoes

Yellow spots on ripe fruit, driven by the dominant 'gold-fleck' ('Gdf') gene.   Frogsleep Farms has some interesting images showing this trait.
genotype = [GdfGdf]
examples = "Scabitha".



References:
  1. Apel W & Bock R. (2009) Enhancement of Carotenoid Biosynthesis in Transplastomic Tromatoes by Induced Lycopene-to-Provitamin A Conversion. Plant Physiology 151:59-66. 
  2. Barry CS, McQuinn RP, Thompson AJ, Seymour GB, Grierson D, and Giovannoni JJ. (2005) Ethylene Insensitivity Conferred by the Green-ripe and Never-ripe 2 Ripening Mutants of Tomato. Plant Physiology 138:267-275.
  3. Barry CS, McQuinn RP, Chung M, Besuden A, & Giovannoni JJ. (2008) Amino Acid Substitutions in Homologs of the STAY-GREEN Protein are Responsible for the green-flesh and chlorophyll-retainer Mutations of Tomato and Pepper. Plant Physiology 147:179-187.
  4. Fantini E, Falcone G, Frusciante S, Giliberto L, & Giuliano G. (2013) Dissection of Tomato Lycopene Biosynthesis Through Virus-Induced Gene Silencing. Plant Physiology 163:986-998.
  5. Gonzali S, Mazzucato A, & Perata P. (2009) Anthocyanin pathway in tomatoes. Trends in Plant Science 14:237-241.
  6. Issacson T, Ronen G, Zamir D, and Hirschberg J. (2002) Cloning of tangerine from Tomato Reveals a Carotenoid Isomerase Essential for the Production of Beta-Carotene and Xanthophylls in Plants. Plant Cell 14:333-342.
  7. Jenkins JA & Mackinny G. (1951) Color in Tomatoes. California Agriculture  Feb 13-14.
  8. Jenkins JA & Mackinny G. (1953) Inheritance of Carotenoid Differences in the Tomato Hybrid Yellow x Tangerine. Genetics 38:107-116.
  9. Jenkins JA & Mackinny G. (1955) Carotenoids of the Apricot Tomato and its Hybrids with Yellow and Tangerine. Genetics 40:715-720.
    1. http://www.genetics.org/content/40/5/715.full.pdf
    2. Carotenoid characterization of 'apricot' ('at') mutation.
    3. Data suggests alternate pathway to generate beta-carotene.
  10. Kachanovsky DE, Filler S, Isaacson T, & Hirschberg J. (2012) Epistasis in tomato color mutations involves regulation of phytoene synthase 1 expression by cis-carotenoids. Proceedings of the National Academy of Science USA 109:19021-19026.
  11. Levin I, Frankel P, Gilboa N, Tanny S, and Lalazar A. (2003) The tomato dark green mutation is a novel allele of the tomato homolog of the DEETIOLATED1 gene. Theoretical Applied Genetics 106:454-460.
  12. Lesley JW and Lesley MM. () Linkage of sh (sherry).
  13. Ma Q, Du W, Brandizzi F, Giovannoni JJ, & Barry CS. (2012) Differential Control of Ethylene Responses by GREEN-RIPE and GREEN-RIPE LIKE1 Provides Evidence for Distinct Ethylene Signaling Modules in Tomato. Plant Physiology 160:1968-1984.
  14. Mes PJ, Boches P, & Myers JR. (2008) Characterization of Tomatoes Expressing Anthocyanin in the Fruit. Journal of American Society of Horticultural Science 133:262-269.
  15. Paran I, van der Knaap E. (2007) Genetic and molecular regulation of fruit and plant domestication traits in tomato and pepper. Journal of Experimental Botany 58:3841-3852.
    • http://jxb.oxfordjournals.org/content/58/14/3841.full
    • 'Del' has increased expression of lycopene-delta-cyclase, resulting in conversion of lycopene to delta-carotene.
    • 'Del' was introgressed from Solanum pennelii.
    • 'Beta' was introgressed from Solanum cheesmaniae.
    • 'old gold' is allelic to 'Beta', but eliminates Beta-carotene production.
  16. Powell ALT, Nguyen CV, Hill T, Cheng KL, Figueroa-Balderas R, Aktas H, Ashrafi H, Pons C, Fern ández-Muñoz R, Vicente A, Lopez-Baltazar J, Barry CS, Liu Y, Chetalat R, Granell A, Deynze AV, Giovannoni JJ, and Bennett AB. (2012) Uniform ripening Encodes a Golden 2-like Transcription Factor Regulating Tomato Fruit Chloroplast Development. Science 336:1711-1715.
  17. Tomes ML, Quackenbush FW, Nelson OE Jr, & North B. (1953) The Inheritance of Carotenoid Pigment Systems in the Tomato. Genetics 38:117-127.
    • http://www.genetics.org/content/38/2/117.full.pdf
    • Identification of pigments found in red/yellow/B-orange/tangerine fruit.
    • Yellow skin is a non-carotenoid pigment.
    • Yellow differs from red mostly in across-the-board reduction in pigment.
    • Tangerine fruit contains mostly zeta-carotene and prolycopene.
    • Red fruit contains mostly lycopene and less beta-carotene.
    • 'Beta'-orange fruit contains mostly beta-carotene and less lycopene.
    • [r locus < t locus < Beta locus] in pathway.
  18. Tomes ML. (1966) The Competitive Effect of the Beta- and Delta-Carotene Genes on Alpha- and Beta-Ionone Ring Formation in the Tomato. Genetics 56:227-232.
  19. Wann EV. Reduced Plant Growth in Tomato Mutants high pigment and dark green Partially Overcome by Gibberelin. (1995) HortScience 30:379.
  20. http://forums.gardenweb.com/forums/load/tomato/msg1118251224332.html
    • Mention of 'B' mutant variety.
  21. http://treecropsresearch.org/heirloom-tomatoes/
    • List of several varieties with high prolycopene => 'tangerine' mutant varieties.
    • Data suggests secondary pathway to beta-carotene.
  22. http://tgc.ifas.ufl.edu/vol7/v7p14.html
    • Bicolor trait.
  23. http://tgc.ifas.ufl.edu/vol6/v6p33a.html
    • Bicolor trait.

Thursday, March 27, 2014

New Orleans

I'm in New Orleans most of the week for the 12th ASM Conference on Candida and Candidiasis. Today I presented a short talk about a genome sequence analysis tool I have been constructing. The main purpose of the tool is to provide the user with a large-scale overview about what changes have occurred in the strain, when compared to another strain (which may or may not be the reference genome for that species).

Most biologists don't have the solid grasp of mathematics or computer programming needed build such a tool, but they can recognize how the tool can help them when presented with what it does. More than one associate came to me afterwards and relayed stories of what they saw in the audience while I was talking. (The associates had seen me present on the topic, or have already been using the tool, and so didn't really need to follow my talk.) One researcher was observed taking notes on her copy of the presentation schedule, placing check-marks by each talk after it concluded. At the end of my talk, she circled my section enthusiastically. I expect she will be finding me to ask questions over the next few days.

Last night I was talking with an associate about some of the quirks involved in the data he was looking to analyze. He asked me, "How does it feel to be the only person doing this?" I was somewhat surprised by this, as I had not put serious thought to the matter.

Long before I started grad school, I had heard it was a grad student's job to become the world expert on something. Since we're investigating things that are not known, it really isn't too hard to do…  but I hadn't thought about it in a while and nobody had ever pointed it out to me.

I do wonder what I've gotten myself into with this project, as it could be something the Candida research community might want to have around for a while. As I'm the only developer on the project, I may be attached to it for some time. Once I graduate, however, I don't know how much of my time I will want to be donating. Perhaps I can get paid to assist others with their data analysis in a consultant level. This would allow me to have a day job and still contribute to the research community.

Friday, March 21, 2014

Evolution and Tomatoes

Mutations occur all the time and are random in nature. Most mutations have minimal impact, but some are dramatic. A mutation isn't intrinsically negative or positive, but becomes so in the context of how it impacts the survival and reproduction of an organism in the specific environment it finds itself.

Selection, the biased survival of certain genotypes over others, trims the random mutations to those that work. 'Artificial' selection is what we call it when we make choices about which organisms continue to reproduce. 'Natural' selection is what we call it when it is the undirected interactions with the environment and other organisms that determines which organisms continue to reproduce. There is no real difference between 'artificial' and 'natural' selection. They both push organisms around, changing how they work and what they do, in ways that are to the advantage of the organisms themselves.

The plants and animals that we have 'artificially' selected have had incredible increases to their populations. There are far more dogs than there are wolves. There are far more wheat/corn plants than there ever were of the wild species from which they were derived. You could describe the development of our domesticates as their independent evolution into a very profitable niche…  us.



U/U
I like colorful and tasty tomatoes. Given that tomatoes represent ~$2 billion in farm revenues per year in the USA, I'm not the only one. Wild tomatoes and early market varieties develop with a darker green shoulder (at right) that ripens to the final red a bit slower than the rest of the fruit. By the time the green shoulder has ripened completely, the bottom of the fruit is already beginning to get soft. For home-grown tomatoes, this isn't a problem, since you're going to be eating it soon after plucking it from the plant at its most vibrant red ripeness. For commercial tomatoes, by the time the top has fully ripened, it has become too soft at the bottom for shipping. The result is that commercial tomatoes were picked and shipped before they were ripe and would appear partially green in the stores.

u/u
At some point before the 1930s, a farmer in the USA noticed a plant producing tomatoes that didn't have green shoulders (at left) and that ripened uniformly from top-to-bottom. The tomatoes could be picked when they started to go red and would ripen evenly all over by the time they reached the grocer.

In the market those tomatoes that still had the green-shoulders didn't sell as well as the all-red neighbors. They didn't look as ripe and couldn't compete. Commercial plant breeders saw the trait as the boon it was and soon the uniform-ripening trait (u) was bred into most commercial tomatoes everywhere. In the environment of the home garden, the uniform-ripening trait didn't provide any advantage to growers and the trait remains rare in the (heirloom) tomato varieties passed down along family lines.

Tomatoes still went soft on the way to stores, costing the industry a fortune in lost revenue. In the 1960s, a tomato was found by Henry Munger (a professor of plant breeding at Cornell) that showed strongly delayed ripening. This ripening-inhibition (rin) trait, when bred into commercial tomatoes, resulted in plants which produced fruit that remained hard for a longer time. Because they didn't go soft during ripening, they could be shipped with fewer losses. This made it cheaper to get a tomato to market and soon the trait had been bred into most commercial varieties. The ripening of these tomatoes is sped up by exposure of ethylene gas (a common plant development hormone), so they can be perfectly ripe upon arrival at the store.



In 1974, researchers realized that the ripening-inhibition (rin) trait resulted in changes in the chlorophyll and carotenoid composition of the fruit, in addition to the obvious inhibition of ripening. Several years later in 2002, the rin trait was identified as being caused by a mutation which impacted two adjacent transcription factors central to the development of fruit and flowers in tomatoes.

In 2012, other researchers realized that the uniform-ripening (u) trait was also caused by a mutation impacting a transcription factor. The broken transcription factor resulted in reduced production of carbohydrates and carotenoids in the fruit, in addition to the apparent change in ripening.

That transcription factor changes were found in both important-market traits is interesting and highlights their potential importance in other traits of interest.



At some point during this process, people began to notice that the tomatoes bought from the store didn't compare to those they or their friends grew at home. This realization has contributed to the recent resurgence of interest in heirloom tomatoes (and other crops) that have been maintained within families who saved seeds over the years. In the case of tomatoes, many of the varieties originated well before the 1930s when the story I tell above began.

The combination of mutation and selection is a very creative and powerful process, but our interests can only direct this process if we're involved in it. If we let others do it for us, it is their interests that will direct the process, as is now evident in the case of tomatoes.



An important aspect of my gardening philosophy is that anyone who grows vegetables should also save seeds. This keeps the interests of the gardener involved in the evolution of the crops they grow and, over the longer term, ensures the vegetables remain worthwhile (by diverse definitions) to grow.

Now that we know how the market-oriented selection of tomatoes has led to their decline, there is the potential to breed varieties which have the better flavor we associate with the heirloom varieties and the traits that make a tomato a market-sucess. However, even if market tomatoes are returned to the glory they should have always been, it will remain important for home growers to keep saving seeds if their interests are to remain involved in the plant's future.



  1. uniform-ripening (u)
  2. ripening-inhibition (rin)

Monday, March 10, 2014

The Genetics of Backcrossing

"Tatume" squash.
"Lemon" squash.
A user over at the Tomatoville forums recently asked for thoughts on a squash breeding project they're thinking of starting. Tomatoville is generally focussed on all-things-tomato, but it has a large range of people interested in breeding of other garden vegetables (including squash).

The goal of the proposed project is to combine the color, flavor, and production of "Lemon" with the vining habit, vigor, and insect resistance of "Tatume". They were seeking input on what strategy to pursue with the F1 plants; backcrossing to "Tatume" or selfing.

Backcrossing is generally used to transfer a limited number of traits from one genetic background to another, without dragging along unrelated genetic baggage. This technique was used to transfer anthocyanin pigment production from wild tomato relatives (Solanum cheesmanii & S. chilense) into the garden tomato (S. lysopersicum var. "Indigo Rose") [1]. It was also used to transfer the red factor from the Pine Siskin (Carduellis cucullata) into Canary birds (Serinus canaria domestica) [2]. In both cases, there were many other traits of the donor species which were not desired in the final product and that were successfully filtered out via backcrossing.

     1. http://frogsleapfarm.blogspot.com/2011/03/anthocyanin-fruit-in-tomatoes.html
     2. http://www.avianweb.com/redfactorcanaries.html



The genetics of squash color is relatively well worked out: two loci interact to produce green (wwgg), yellow (wwG_), or white (W_G_) immature fruit [3]. The genetics of vining habit is also known: one locus produces bush (Bu_) or trailing (bubu) vine habit [4]. The genetics of flavor, yield, and many other traits are less well understood.

If you don't know the genetics of the traits you're interested in, you should first grow out a reasonable number of F2 progeny in order to characterize the inheritance patterns. Growing 20 or so F2s from a selfed-F1 might not give you every expected combination of traits, but it will allow you to examine the ratios of each of the traits you're interested in. The recessive version of each trait will be in the minority.

     3. http://www.ndsu.edu/pubweb/~mcclean/plsc431/mendel/mendel6.htm
     4. http://hortsci.ashspublications.org/content/40/6/1620.full.pdf



Backcrossing has specific consequences to a breeding program depending on the genetics of the trait(s) you're looking to transfer.

Dominant : color genetics.

"Tatume" x "Lemon"
P1 : (wwgg) green x (wwGG) yellow
F1 : (wwGg) yellow


"Tatume" x F1
P2 :  (wwgg) green x (wwGg) yellow
BC1 : (wwGg) yellow + (wwgg) green
Recessive : hypothetical flavor genetics.

"Tatume" x "Lemon"
P1 : (BiBi) bitter x (aa) sweet
F1 : (Bibi) bitter
F2 : 3 (1 BiBi; 2 Bibi) bitter + 1 (bibi) sweet

"Tatume" x F1
P2 : (BiBi) bitter x (Bibi) bitter
BC1F1 : (1 BiBi; 1 Bibi) bitter

"Tatume" x F2
P2 : (BiBi) bitter x (bibi) bitter
BC1F1 : (Bibi) bitter

In the dominant case, it is apparent which of the progeny carry the trait of interest. You can immediately choose which plants to use in the next stage.

In the recessive case, it is not apparent which of the backcross progeny carry the trait of interest.  You will have a 50% chance of losing the recessive allele you're interested in during every backcross generation. The solution to this is to screen a set of F2s in every cycle to find progeny carrying two copies of the recessive allele.

Dominant : color genetics.

"Tatume" x BC1
P3 :  (wwgg) green x (wwGg) yellow
BC2 : (wwGg) yellow + (wwgg) green
Recessive : hypothetical flavor genetics.
"Tatume" x BC1F2
P3 : (BiBi) bitter x (bibi) sweet
BC2F1 : (Bibi) bitter
BC2F2 : 3 (1 BiBi; 2 Bibi) bitter + 1 (bibi) sweet

After several cycles of recurrent backcrossing with a dominant trait, the final progeny will be very much like the backcross parent ("Tatume"), but with the exception that they will have both dominant and recessive alleles for the selected locus. A round of selfing to produce F2s, then another round of selfing to produce F2 families, then selecting those F2 families which did not produce any green squash will get rid of the undesired recessive allele from the "Tatume" parent line.

After several cycles of recurrent backcrossing with a recessive trait, the final progeny will be very much like the backcross parent ("Tatume"), with the exception that they will have two recessive alleles at the selected locus. No further selection will be required to stabilize the line, but it will have taken twice as many years to get here compared to the case of transferring a dominant trait.



If you instead screen large numbers of F2s from the original "Tatume" x "Lemon" cross, you might find the combination of dominant and recessive traits you're looking for in the second year. The recessive traits will already be stabilized, while the dominant traits will require more work. Self each F2 plant and save the seeds separately to make F2 families. Growing out the F2 families will let you see which F2 plants had a recessive allele hiding under the desired dominant trait. In addition, this method will let you examine a large number of combinations of genes you weren't expecting in advance.

If one parent was poisonous or had many other negative traits, you would get very few edible progeny and your time would probably be better spent using a backcrossing strategy to filter out everything except the few traits you're interested in transferring.

Both parents in the proposed project are highly edible and only differ in a few charismatic traits, so the vast majority of F2 progeny will be highly edible and have some combination of those traits. In this case, the potential to uncover interesting combinations of hidden alleles out-ranks the limited potential to produce inedible progeny.

Tuesday, March 4, 2014

Domesticating Garlic Mustard

Garlic Mustard (Aliara petiolate) is considered a noxious invasive weed throughout North America. Very few animals find the garlicky taste palatable (deer will preferentially browse on native plants), so it spreads unchecked and can take over in areas where it gets a foothold. It was brought to this continent by European immigrants, who planted it in their gardens for use as a potherb (imagine boiled spinach).

The plant is entirely edible, from root to flower. Analysis has shown it to be high in vitamin C, fiber, and other nutrients. Garlic Mustard does contain cyanogenic compounds and so should be cooked to break down these compounds if it is consumed routinely. This trait puts it in the good company of lima beans, cassava, and flaxseed.

As long as you don't routinely eat it raw in large quantities, you shouldn't have a problem with the cyanide levels you would be exposed to. Remember, the dose makes the poison.



The Lettuce (Lactuca scariola/serriola) and Endive (Cichorium intybus) we enjoy as delectable salad greens were once spiny, bitter weeds. These plants have been shaped by our desires and have hitched their evolutionary destiny to our own.  This process is referred to as 'domestication' and can happen with or without the conscious action of the people growing the plants.

The idea of domesticating random plants amuses me. Garlic Mustard already makes a decent vegetable and I suspect that with some work, it could be made into an excellent vegetable.

A key requirement for breeding a new variety of a plant is having some genetic diversity to work with. To get this starting diversity in Garlic Mustard, I could wait a few hundred years in cryostasis while my henchmen scour the planet looking for some interesting variations of the plant… or I could induce a bunch of mutations and be done with this step in a few years.

I've decided to go with the quick option.
'Kinnow' -> 'KinnowLS'

Agricultural research labs routinely use various chemicals, particle radiation, or x-rays to induce mutations in plants. They then screen the mutated results for improvements in some characteristic to make the plant more useful/tasty/nutritious/etc. The process is known generally as 'mutation breeding' and has been widely used since the 1970s. The seedless orange in the figure at right was generated by mutating the seeded orange, then screening through the mutated progeny for the desired improvements.

I don't feel like dealing with aggressively mutagenic chemicals and I don't have ready access to a particle accelerator or an X-ray generating machine, but I do have ready access to another form of mutagenic radiation. Ultraviolet (UV) light is the component of sunlight which is responsible for giving us a sun-burn. The thymine bases in our DNA absorbs the UV light and becomes chemically altered.   The alterations can result in base mismatches or strand breaks as the excess energy from the UV dissipates. Shortwave UV, or UV-C, is particularly good at damaging DNA and can be produced by commercially available bactericidal-UV fluorescent light bulbs.

Garlic Mustard seeds are small enough that sufficient UV-C light should get to the embryo and cause the mutations I'm looking for. There's no risk to me, as long as I don't get exposed to the UV-C bulbs, so it is a major plus over X-rays or mutagenic chemicals.



After acquiring some UV-C lamps and setting up a light-tight enclosure (so I don't sunburn my eyes/etc.), I will have to determine the radiation dosage needed to successfully mutate the seeds. A reasonable method is to irradiate batches of seeds for different times, then compare their germination to an un-irradiated control. The dosage corresponding to a 50% reduction in germination will give me the most bang for my buck…  producing lots of mutations, but still giving me lots of viable seeds to work with.

Damaged DNA by itself is not a mutation. The damaged DNA has to be repaired with some new change to count. A method to encourage the repair of the damaged DNA is to wake up the seeds by soaking them in water a few days before mutating them, allowing them to restart their paused metabolism. This should result in a higher survival rate with more actual mutations, rather than dead seeds with shredded DNA.

Any dominant-effect mutations will be apparent the first generation after mutation (M1), but many mutations are likely to be recessive and will only become apparent in later generations (M2, etc.).



The first thing to consider relates to the current problems caused by the plant. It is highly invasive, spreading seeds everywhere and taking over wild-lands. An ideal garden vegetable would be a bit more polite and stay where we want it. How would we select for a more polite weed?

A primary difference between wild and domesticated plants is that wild plants drop their seed (referred to as 'shattering') and domesticated plants retain them until we intervene. This single trait would go a long way to convert the noxious, invasive weed into a polite garden inhabitant.

Fortunately, all I need to do to get this trait is to break the existing system the plant uses to drop its seeds. Since I'm going with a mutagenic approach, which essentially is breaking things randomly, I can expect to break this system in some plants. They key detail is to actively screen the M1 and M2 plants for modifications to the shattering trait and then to only work with their descendants. This will keep my potentially interesting garden plants from spreading and taking over wild lands like the wild Garlic Mustard plant.



At this stage of the project, I will have to develop some idea of what my breeding goals are.

Food quality related traits are likely to be easy to examine and select for. Larger roots/leaves/flowers? More delicate, sweeter leaves? Making the plant better for something that people already use it for will produce it something that someone will want to use.   People already use Garlic Mustard for a wide range of recipes, so there are many potential directions.

    Wednesday, February 26, 2014

    The Trouble with Seeds (1/3)

    For someone interested in breeding plants, that some plants often don't produce seeds can be a major barrier. A breeder would be limited to looking for selectable mutations, rather than using the more general mixing and segregation of genetics to increase crop diversity.

    Many of our common vegetables, fruits, and landscape plants are traditionally propagated by clonal divisions. In some cases (apples, pears, etc.) the complex genetic diversity of the crop means that every seedling would produce a distinct plant. The market demands for consistent production then encourage growers to clone the plants. In other cases, the clonal tradition is enforced by the plants themselves due to their inability to produce seeds. (I'll later discuss a third category of plants which have such long life-cycles that breeding projects become difficult to undertake.)

    Researchers have figured out tricks to get seed and allow breeding to be done with plants that might otherwise prefer not to.

    The Trouble with Seeds (1/3): Garlic, Horseradish, Potato Onion, Walking Onion, and Banana.
    The Trouble with Seeds (2/3): Pineapple, Lily of the Valley, Potato, and Sweet Potato.
    The Trouble with Seeds (3/3): Babington's Leek, Crosnes, and Bur Oak.

    Most of this post is an accumulation of information from other sources (in colored quotes below) about how to get seeds from these crops. I've also included my thoughts and experiences where I felt something needed to be clarified or extended.


    How to get garlic (Allium sativum) to set seed; notes on growing.

    [1] "Most of our seed production is done with severed scapes kept in water rather than by leaving the whole plant in the ground."

    "Garlic cultivars having flowers with purple anthers are much more likely to be male fertile and to produce seed than those with yellow anthers."


    "Garlic umbels have both bulbils for asexual reproduction and flowers for sexual reproduction. Bulbils and flowers compete for the plant's resources. With certain exceptions, if the plant is left to its own the bulbils win and the flowers wither and die before they can produce seed. The bulbils must be removed from the umbel in order to tilt the balance toward seed production."


    "Interestingly, in subsequent generations of seed-produced plants the bulbils are often far fewer and may not require removal for successful seed production."


    "When the scape becomes nearly straight, the spathe (bract or leaf covering the umbel) should be slit open to examine the umbel's development. As soon as the bulbils have developed they should be removed. Bulbil removal is rather tedious and time consuming, but not particularly difficult after a bit of practice."


    "Bulbil removal is a combination of plucking them out with tweezers and rocking them out to dislodge them."


    "Because bulbils as well as flowers are usually still developing at the time bulbil removal begins, it is usually necessary to return a week or so after the initial procedure to remove any bulbils that subsequently developed."


    "Initial seed yields are typically quite low, but subsequent generations of seed-produced plants yield significantly more seeds, sometimes more than 600 per umbel. Early efforts may be difficult, but later efforts can be exceptionally rewarding."


    "Seed from garlic plants that have previously been propagated only by asexual means (cloves, bulbils) have a low germination rate ranging from 10% to an optimistic 35% at best."


    "However, studies have shown that subsequent generations of seed-produced plants typically have a much higher germination rate, sometimes as high as 100%."


    "First generation seedlings often exhibit a high frequency of unfavorable characteristics, such as stunted growth, deformed leaves, limited root development, and chlorophyll deficiencies. Subsequent generations of seed-produced garlic exhibit increasing vigor and a lower frequency of genetically deficient plants."


    "Garlic seed has a period of dormancy and should not be planted immediately after harvest."


    "Garlic seeds should be given a bleach soak prior to planting to help protect them from contamination, followed by a cold treatment to shorten dormancy. Soak the garlic seeds in a 1% solution of household bleach (1 teaspoon bleach in 2 cups water) for 20 minutes, rinse the seeds, distribute the seeds on moist paper towels, place the seeds in a plastic sack, and store in a refrigerator for approximately four weeks." 


    "Like the seed, newly harvested garlic bulbs, including rounds, have a natural period of dormancy. Various things affect dormancy but temperature is a major factor. Warm temperatures lengthen dormancy and cold temperatures shorten dormancy. We do not have a definitive recommendation, but as a starting point we suggest waiting at least a month after harvesting the rounds before replanting them in the fall. We have not found this to be an issue for us, but if necessary temporary storage in the refrigerator could be employed to help break dormancy sooner."


    "Once the rounds are planted in the fall the seed-produced garlic is on a normal cycle and can be grown out just as one would with the rest of the garlic crop. Large rounds from vigorous seedlings should yield fully-developed plants and divided bulbs at harvest the following year. You can use these fully-developed plants to produce second generation seeds, though doing so severely diminishes the bulb and thus inhibits or sacrifices replication of what is essentially a new cultivar. You can also opt not to produce second generation seed from these plants and instead harvest the bulbs and cloves at maximum size for planting in the fall. This delays the next generation of seed-produced garlic until the following year, when you can use some plants for producing seed, and some for continued replication of the new cultivar via cloves. There isn’t a right or wrong way in this regard, and you may want to try some both ways. If you have a particularly promising cultivar, however, you may want to asexually replicate and preserve it before using some of its plants for a second generation of seed production."




    Garlic can be grown from grocer-bought bulbs, though it can be difficult to break their hormone-induced dormancy. If you want to grow your own garlic, look for bulbs grown by local organic farmers. They are less likely to have been prepared for long-storage and more likely to grow when given sunlight and moisture.

    I haven't successfully grown garlic (my last attempt was overgrown by zucchini), but I really like the idea of growing them from seed and exploring the genetic diversity hidden within them.
    1. http://garlicseed.blogspot.com/p/growing-garlic-from-true-seed.html


    How to get horseradish (Armoracia rusticana) to set seed.

    [1] "Horseradish may be an interspecific hybrid and is generally reported to be sterile. However, viable seed has been produced (14.1-7)"

    [2] "I found an article about getting seed from horseradish, but misplaced it. The trick was to girdle the step just above the storage portion of the root, then replant. By cutting off the flow of carbohydrates to the roots, more carbs are reserved to nourish the developing seeds. Similar tricks have been used to get self-seeds from self-incompatible Easter Lilies, Narcissus and Amaryllis (Hippeastrum)."



    Although there is limited information available about seeds of this plant, I expect the first generations of seeds would (like garlic) have very low viability. Across successive generations of reproduction by seed, viability should increase as chromosomal abnormalities are filtered out by selection. After several generations, it might be possible to develop a reliably seed-propagated horseradish line.

    I'm mostly interested in the potential to improve horseradish as a perennial crop for additional uses from its root. The leaves [3,4] and flowers [5] are edible, having a bitter-pungency when steamed. Shorter or softer leaves might be useful. Larger flower heads, like broccoli, would be interesting. There are lots of potential ways to take this plant that have not been explored.

    There is likely to be a lot of interesting genetic diversity hidden in horseradish, as recessive mutations have been accumulating for as long as we have been propagating it clonally. The first few generations of plants produced from seed will likely have some fun surprises.
    1. http://www.hort.purdue.edu/newcrop/med-aro/factsheets/HORSERADISH.html
    2. http://forums.gardenweb.com/forums/load/hybrid/msg0202425527819.html?1
    3. http://sallyhares.wordpress.com/2012/09/02/horseradish-greens/
    4. http://www.specialtyproduce.com/produce/Horseradish_Leaves_5037.php
    5. http://www.eattheweeds.com/edible-flowers-part-thirteen/


    How to get potato onions (Allium cepa var. aggregatum) to set seed; notes on growing.

    [1] "One fall, I left a few Potato Onions in the ground to see if they would survive the winter. They survived just fine. However, these over-wintered Potato Onions all produced flowers the following summer. I had never seen any of my Potato Onions flower before. The over-wintering had triggered their flowering response."

    "I planted one row of seeds, and as a control, I planted another row of Potato Onion bulbs. The Potato Onion seeds sprouted and grew, but were not like the control row which had been planted with the original clones."


    "I found that these larger onions from seed did exhibit the trait of a long storage life. They easily stored the whole winter and well into the following summer."


    "The following spring, I again planted two rows of Potato Onions: one row was from the same bulbs I had grown out for a decade, and the experimental row was planted with some of the very best large bulbs which came from the seeds. Again, the original bulbs were completely uniform. But, the experimental row showed a multiplicity of different traits. Some bulbs grew enormous top growth. Others went immediately to seed. Some developed a nest of small bulbs, others a nest of large bulbs. Some nests had many bulbs, other nests had only three or four bulbs."




    During the winter of 2012/2013 I purchased some red onions. One was left alone all winter and when I was planting my garden in the spring, I decided to plant it. Typical onions are considered biennial plants, where the plant spends the first year storing energy in the onion and then uses that energy to flower in the second year. I was looking forward to seeing the flowers and to collecting seeds that I could later grow.

    The onion grew nice bluish-green foliage and made a nice presence in my garden…  but it never flowered. When the garden season ended, I found the single onion had divided into three. The three onions were smaller than I could get at the local grocer, but they were larger than any others I had grown in Minnesota.

    I set aside the new onions for storage during the winter of 2013/2014. Again, they held up to storage very well. Now that spring is beginning to beckon in the near future, the onions have started to grow small roots. I'll probably grow them in a planter this year, so I can more easily keep an eye on them and note the details of their growth.

    This onion seems to be behaving like a potato onion (they multiply and store very well), even though nobody seems to claim they have dark-red potato onions, so I've decided to continue growing them and increase their numbers. Maybe I've accidentally found an onion that has the characteristics needed to be a nice dark-red potato onion.

    I'm still hoping to get some seed from this onion. I might have to try leaving a few out in the cold next winter, or store them in a temperature-controlled fridge, to trick them into going to flower. Ideally, I would have several different types of onions in bloom at once so I could get some hybridization going on to work towards an onion well-suited to my garden conditions.
    1. https://sites.google.com/site/kellysgarden/potato-onions



    How to get walking onions (Allium cepa x fistulosum) to set seed.

    [1] "In A. x proliferum, the parental chromosomes derived from A. fistulosum and A. cepa were unequivocally identified by GISH, proving the hybrid status of the crop."

    The walking onion was formerly considered to be A. cepa var. proliferum, but is now known to be an interspecific hybrid between A. cepa (common onion) and A. fistulosum (Welsh onion).

    [2] "Walking onions do not form true seed, even though they will get a few blossoms. They grow 'top sets' instead, a cluster of bulbils at the top of the stalk where the seeds would normally be."

    This plant is propagated by planting the bulbils produced on the flower stalk. It gets the name "walking onion" because the plant will normally arch over the flower stalk and place the new formed bulbils onto the ground some few feet away, walking across a garden over several years.

    Nobody seems to be talking about saving true seed for walking onions. It does produce flowers, but they are starved of nutrients by the adjacent bulbils and wither. There is the potential to generate viable seed by removing the bulbils early like can be done with garlic. Because nobody seems to be talking about doing this, it looks like something I will have to experiment with.

    One useful aspect of walking onions is that they are very cold hardy. They have survived several winters in the garden of my parents' Minnesota house without any effort given to protect them. Transferring some of this cold-hardiness to an onion with larger bulbs would be a worthwhile project.

    [3] "If I remember right, two growers on this forum have reported obtaining true seeds from Egyptian onions, and successfully growing offspring from them. I think that in both cases A. cepa was flowering nearby."

    This suggests that this onion will set seed when a genetically compatible onion is nearby. If the onions are not self-compatible, the population consisting of clones would normally prevent any fertilization. As this type of onion is derived from an inter-species cross, it may accept pollen from more than one species.
    1. http://link.springer.com/article/10.1023%2FA%3A1008647700251
    2. http://forums.gardenweb.com/forums/load/heirloom/msg041226012081.html?4
    3. http://alanbishop.proboards.com/thread/8178/fall-planting-bulbils-walking-onion?ixzz3OvMhbAcn=undefined


    How to get bananas (Musa spp.) to set seed.

    Normal bananas already set seed without our intervention, but unless you live in the tropics you're unlikely to encounter a normal banana. The bananas common in the stores outside the tropics are the result of a peculiar quirk of chromosomes.

    Most banana species can readily hybridize. Some species have two copies of each chromosome (diploid), while others have four copies of each chromosome (tetraploid). If a diploid and tetraploid banana happen to cross, the resulting progeny will have three copies of each chromosome (triploid). Such a triploid banana will grow and mature normally, but will encounter a severe difficulty when it tries to make gametes.

    It turns out that our common biology has a very hard time making gametes when the number of each chromosome is not divisible by two. In the case of the banana, a triploid plant will succeed in making a fruit, but it will fail to make any seeds.

    Plant breeders get around this quirk by determining how many copies of each chromosome are found in different species/varieties of banana [1,2], then using this knowledge to intentionally create new triploid types that can be screened for useful traits. Our beloved store-bought-banana is a genetic dead end, but this doesn't prevent the generation of new varieties.



    I like the idea of a banana that can grow in Minnesota, though I know it is a somewhat unrealistic idea. There are some banana species which can survive in more northern climates [3] and these provide the potential for breeding one that can survive in my Minnesota yard.
    1. http://www.sciencedirect.com/science/article/pii/S0254629905000463
    2. http://www.ajol.info/index.php/ajb/article/viewFile/43086/26635
    3. http://www.banana-tree.com/ColdHardyBananaTree.html


    Most of the lovely plant diagrams in this post were derived from public-domain images hosted at botanicalillustrations.org. Some other diagrams are public-domain images from the same era that I found via google. I chose the original images which depicted the plants under discussion in the way I appreciated and then subtracted out the yellowed background of the page using my favorite image editor (GIMP)