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A crop's future performance depends on its past because development, stored resources and environmental experience change what the plant or its offspring can do next. Some effects are transient physiological carry-over, some involve stable somatic chromatin states, and a smaller set may persist through reproduction. Life-history strategy—especially annual versus perennial growth—also determines whether a response that helps now benefits later reproduction or harvest.

Development creates sequential competence. Germination, juvenile growth, reproductive transition and seed filling are not interchangeable stages: exposure to the same stress at each stage can have different consequences. Early damage can reduce leaf area or root capacity and therefore later yield even after the original stress disappears. Carbon reserves, nutrient stores, root architecture and meristem condition can all carry information about the past without requiring an epigenetic mechanism. A study claiming memory must distinguish those persistent physical consequences from a changed response to a genuinely new challenge.

A clear beneficial memory is vernalization. In plants requiring winter cold, the past temperature sequence affects later flowering under otherwise similar warm conditions. In Arabidopsis thaliana, cold-induced repression of FLC can remain after warming, while different accessions require different durations of cold for reliable silencing.^[ref] The ecological value is seasonal coordination: responding to a brief warm interval without sufficient winter experience could expose reproduction to damaging conditions. In crops, sowing date, cultivar requirement and local winter history consequently interact to determine flowering and the time available for grain filling.

The exact mechanism should not be generalized across all crops. FLC-based regulation is a well-characterized Arabidopsis thaliana example; cereal vernalization networks use different core regulators. The common functional issue is how a record of past cold is integrated with current temperature, day length and developmental competence. Nor is vernalization necessarily a useful inherited gift to offspring. FLC normally resets during reproduction, so a new generation evaluates its own season; defective ELF6-dependent resetting demonstrated that failure to erase the state can permit partial inheritance.^[ref] A state can be valuable within a lifetime precisely because it is not transmitted indefinitely.

annual plants and perennial plants face different future demands. An annual grain crop must balance vegetative growth against completing reproduction in the current season. A perennial must also preserve meristems and resources for survival and later reproductive episodes. In the perennial Arabis alpina, PEP1, an FLC orthologue, is reactivated after cold and helps restrict flowering duration and preserve vegetative branches.^[ref] This model-system comparison shows why an epigenetic switch optimized for one reproductive episode may be unsuitable for repeated flowering. For perennial crops, current harvest can also affect next-season reserves, so one-season yield alone can misrepresent performance.

Past stress can change a later response through stress priming. After an initial exposure and recovery interval, a plant may retain defense-related proteins, metabolites or regulatory changes that make a subsequent response faster or stronger. In Arabidopsis thaliana heat-memory experiments, HSFA2 was required for sustained transcriptional memory and associated accumulation of H3K4 methylation at selected loci after the initial response.^[ref] This provides a mechanistic example of somatic stress memory, not proof that all crop stresses produce a beneficial heritable epiallele.

The benefits depend on the future environment. Maintaining readiness costs resources and may compromise growth if the predicted stress never returns. Priming against one challenge may not protect against another; severe first exposure can cause lasting injury rather than useful preparation. The interval between exposures and the organ being measured also matter. A well-designed comparison therefore includes an initial-exposure-only group, a challenge-only group, a primed-and-challenged group and an appropriate untreated control, with performance measured after accounting for developmental differences. Improved survival alone is not equivalent to improved harvest yield.

Parental history adds another layer. The environment of a seed-producing plant can alter seed size, nutrient provisioning, hormone balance, seed coat properties and dormancy. In Arabidopsis thaliana, maternal temperature history affected progeny dormancy through regulation involving FLOWERING LOCUS T in fruit tissues.^[ref] Such a maternal effect is biologically important even if no chromatin mark passes through the embryo. In seed production, apparently identical cultivars can consequently establish differently because of conditions during seed maturation and storage.

This makes evidence for transgenerational epigenetic inheritance demanding. An effect in offspring can reflect direct exposure of developing seeds, maternal provisioning, transmitted microbes or an unrecognized DNA variant. Effects must persist beyond directly exposed generations under controlled conditions, with genetic and parental alternatives addressed, before being described as inherited epigenetic memory. Reciprocal crosses and comparisons of independently propagated families can help distinguish alternatives, but a methylation difference alone does not identify the causal route.

Clonal crop propagation changes the relevant horizon. A somatic state may pass directly through cuttings, grafts or tissue culture without meiosis, making within-lineage persistence economically important. Tissue culture can also introduce harmful states: the methylation-associated Karma epiallele in African oil palm connects propagation history with later fruit abnormalities and yield loss.^[ref] Conversely, a seed treatment that improves rapid emergence may reduce storage longevity, so seed vigor should be evaluated in the actual production and storage system.

Life history thus affects future crop performance through developmental timing, persistent physiology, somatic memory and parental effects, interpreted within the crop's reproductive strategy. The agronomic task is to identify which past events matter, how long their effects last, and whether they improve the particular future outcome being optimized.

Crossover limitations can be addressed by changing recombination number, changing its genomic distribution, or overcoming barriers between the chromosomes being crossed. Genetic and epigenetic approaches act on different parts of this problem and can complement each other. The breeding objective is a desired, fertile recombinant, not the largest genome-wide crossover count.

chromosomal crossovers exchange information between homologues during meiosis and allow favorable alleles to be combined while reducing linkage drag from an introgressed segment. However, a chromosome's physical length does not determine where useful crossovers occur. Large repeat-rich and pericentromeric regions may recombine poorly, while many events occur in restricted gene-rich regions. Structural differences, sequence divergence and, in polyploids, partner-choice mechanisms impose further barriers. Increasing events in an already recombination-rich arm may do little for a desired allele locked in a cold region.

Mechanistically, initiating Spo11-dependent DNA breaks is only the first step. Many breaks are repaired without reciprocal crossover, and the designation and maturation of crossover intermediates are tightly controlled. class I crossovers are subject to crossover interference, whereas class II crossovers provide a comparatively noninterfering route. crossover assurance helps maintain the connections needed for balanced homolog segregation. A modification that generates more breaks but leaves repair or chromosome pairing defective can therefore reduce fertility rather than improve breeding.

One genetic approach increases pro-crossover activity. Natural variation and dosage of the E3 ligase HEI10 affect crossover recombination in Arabidopsis thaliana, providing an example of a trans-acting modifier rather than a local sequence hotspot.^[ref] This can increase the pool of recombinant products, but interference, local chromatin and chromosome structure still constrain where events mature. A beneficial effect must be tested in the target hybrid background rather than assumed from the model species.

Another route weakens anti-crossover activities. RECQ4, FANCM and FIGL1 regulate the processing of meiotic intermediates, with different phenotypic effects across plant contexts. Disruption of RECQ4 orthologues increased crossovers by about threefold in rice, pea and tomato hybrids in the reported experiments.^[ref] This is direct crop evidence for relaxing one limit. It does not establish that every anti-crossover mutation works equally well, that combinations remain fertile, or that recombination is released uniformly across the genome. Extra events can also disrupt favorable linked combinations, so later breeding selection remains essential.

Epigenetic approaches address the chromatin landscape. DNA methylation, H3K9me2 and nucleosome organization influence access to meiotic break formation and the subsequent probability of crossover. In Arabidopsis thaliana, disruption of H3K9 and non-CG methylation pathways, including CMT3 and SUVH4, SUVH5 and SUVH6, increased recombination near centromeres. The study combined break-related measurements with cytological crossover markers and genotyped recombinants, rather than inferring crossover gain from open chromatin alone.^[ref]

The distinction between redistribution and total increase is crucial. A methylation perturbation can move crossovers from one region to another without increasing their total number, and loss of CG methylation need not have the same effect as disrupting non-CG/H3K9 pathways. More initiating breaks need not become crossovers. Moreover, repeat-rich regions and the functional centromere are not interchangeable: an increase in pericentromeric events does not mean that crossing over can safely be allowed everywhere. Suppression close to centromeres also helps preserve chromosome segregation.

For breeding, locus- or stage-specific chromatin manipulation is an attractive aim because it might alter accessibility near a desired target without permanently destabilizing the rest of the genome. Nevertheless, this remains an aim to validate rather than a universal solution. Broad demethylation can derepress transposons, alter expression and affect gamete quality. A local epigenetic change may be restored by maintenance pathways before meiosis, and modifying a region's accessibility does not remove an inversion or create homology that is absent. Combining a crossover-promoting genetic background with a justified local chromatin change is mechanistically plausible, but its value must be established by mapping actual transmitted crossovers.

Partner choice is a separate genetic limitation. In bread wheat, the Ph1 locus contributes to meiotic stability and limits exchange between related homoeologous chromosomes. Relaxing this control can facilitate homoeologous recombination useful for introgressing material from relatives, but it also changes the risk of inappropriate pairing or unbalanced products.^[ref] Structural compatibility and fertility therefore need assessment alongside the desired donor segment. In inversion heterozygotes, recovery of balanced recombinants can remain limited even if meiotic breaks become more frequent.

The practical value can be expressed in terms of the target gamete's probability. If two desired alleles are in repulsion, $Ab/aB$, and the interval has recombination fraction $r$, an idealized model gives the desired recombinant $AB$ probability $p=r/2$. Among $N$ independent sampled gametes,For $r=0.002$, $p=0.001$ and at least 2995 gametes are needed for a 95% chance under this model. Increasing useful recombination can therefore reduce screening costs greatly, but crossover counts elsewhere do not change this calculation. Actual progeny designs must also account for mating scheme, viability and transmission distortion.

A successful strategy therefore measures where extra crossovers occur, whether they produce the intended haplotype and whether that haplotype is transmitted by fertile plants. Genetic pathway changes, epigenetic redistribution and partner-choice control solve related but distinct constraints; none removes the need for genotype-specific validation and selection.

The habitat occupied by the conspicuous plant is only part of the life cycle: successful reproduction also requires suitable conditions for its other generation, dispersal and fertilization. In alternation of generations, a multicellular haploid gametophyte alternates with a multicellular diploid sporophyte. The transitions in ploidy occur at meiosis and fertilization; growth within either generation is by mitosis:Thus spores disperse and initiate a generation, whereas gametes fuse. A plant gametophyte normally produces gametes by mitosis, not by another reduction division. Retention and nourishment of the young plant embryo on the maternal gametophyte distinguishes the land-plant reproductive arrangement from simply releasing a naked zygote into the environment.

In bryophytes, the persistent, usually most conspicuous generation is the gametophyte. It bears antheridia producing motile sperm and archegonia containing eggs. Following fertilization, the sporophyte remains attached to the maternal gametophyte and obtains resources through that association. Although some sporophytes photosynthesize, this does not make them nutritionally independent. The unbranched reproductive axis terminates in a single sporangium; elevating it can improve spore dispersal without requiring the whole gametophyte to grow tall.

This organization helps explain both constraints and successes on land. bryophyte gametophytes lack the true xylem and phloem of vascular plants, and often depend strongly on surface water and short transport distances. rhizoids provide attachment and can contribute to uptake, but are not anatomically equivalent to a root. Their small stature and limited control of water loss restrict sustained activity during drying. However, many tolerate drying and resume activity after rehydration: desiccation tolerance and avoidance of drying are different strategies. Periodic metabolic inactivity can permit persistence in exposed habitats even where continuous growth would be impossible.

Reproduction imposes an additional bottleneck. Motile sperm need a water connection to reach an egg, so successful vegetative survival on a dry surface does not imply that fertilization can occur there at any time. Rain, dew and protected microsites can provide intermittent opportunities. Separation of male and female gametophytes can add a spatial limitation. Resistant spore walls containing sporopollenin protect a dispersal stage, but a dispersed spore must still germinate and establish, and the resulting gametophyte must reproduce. Some mosses and hornworts have stomata on their sporophytes; liverworts lack true stomata, and their air pores are not equivalent regulated valves. It is therefore misleading to assign all these lineages one identical water-control mechanism.

Early land-plant evolution was not a ladder in which living mosses became living ferns. The Rhynie chert preserves reproductive bodies interpreted as gametophytes with axial growth, conducting tissues and stomata, sometimes sharing structural characters with their associated sporophytes. These fossils document combinations unlike those of modern bryophytes and caution against projecting a tiny modern fern gametophyte onto every early lineage.^[ref] Identification depends on reproductive structures and anatomy; resemblance alone cannot demonstrate that two isolated fossil bodies belonged to one life cycle. Branching sporophytes bearing several sporangia increased reproductive output per fertilization event, while the evolution of effective transport and support permitted greater independence from the maternal generation.

In most familiar ferns, the large leafy individual is an independently growing sporophyte, with a root system, xylem, phloem, a plant cuticle and stomata. These features support water acquisition, long-distance transport and regulated exchange, allowing larger stature and access to a broader range of terrestrial environments. The sporophyte produces spores in sporangia, often clustered into sori. In a typical homosporous fern, a spore grows into a small free-living gametophyte, commonly a photosynthetic prothallus. The young sporophyte initially develops on it but becomes independent. Therefore sporophyte dominance reduces one kind of dependence without eliminating the ecological requirements of the other generation.

The fern gametophyte commonly lacks the hydraulic and water-conservation capacities of the mature sporophyte; establishment, competition, drying and the water requirement for sperm movement can limit recruitment. Yet it need not be uniformly more drought-sensitive. Experimental drying and rehydration of tropical fern gametophytes revealed substantial variation in recovery, with differences associated with habitat and repeated drying cycles.^[ref] Such assays need hydrated controls and checks of subsequent growth or reproduction: recovery of chlorophyll fluorescence alone is not completion of the life cycle. The two generations can exploit different microsites, so habitat limitation is not simply the intersection of two identical environmental requirements.

There are important alternatives within the fern life cycle. heterosporous water ferns produce distinct microspores and megaspores, with reduced male and female gametophytes developing within the spore walls. This offers protection and changes provisioning, but it does not supply the delivery mechanism of a pollen tube that can remove dependence on an external water film. Nor does adaptation to an aquatic habitat demonstrate freedom from water for fertilization. Differences among homospory, heterospory, mating systems and vegetative persistence mean that a single generalized prothallus cannot describe every fern.

Developmental genetics confirms that the two generations are distinct developmental programs rather than automatic visual consequences of chromosome number. Removing KNOX2 regulators in a moss produced gametophyte-like bodies from diploid embryos without intervening meiosis.^[ref] This does not reconstruct the historical ancestor, but demonstrates a mechanism by which the deployment of generations can evolve. Across these lineages, increasing sporophyte autonomy broadened terrestrial opportunities, while establishment of the gametophyte and water-dependent fertilization continued to filter where complete sexual life cycles could occur.

Gregor Mendel's first law is Mendelian segregation: the two alleles at a genetic locus in a diploid individual separate into different gametes, so each gamete receives one. In ordinary meiosis, separation of homologous chromosomes at meiosis I provides the chromosomal mechanism; their sister chromatids separate at meiosis II.

The second law is independent assortment: segregation at one genetic locus is independent of segregation at another when the loci are unlinked. Random orientation of different pairs of homologous chromosomes at meiosis I supplies the mechanism for genes on different chromosomes. Genetic linkage is an essential qualification: nearby loci on one chromosome do not generally assort independently, although sufficiently frequent genetic recombination can make their observed combinations approach independence. Genetic dominance concerns the phenotype of a heterozygote and is not one of these two segregation laws.

An organism contains genetic elements and cell lineages whose transmission interests need not coincide. Conflict arises when increasing an element's representation in descendants or within the body differs from maximizing the organism's reproductive success. Shared residence does not guarantee shared evolutionary interests, but neither does every difference between genes constitute conflict. A convincing account identifies the competing lineages, their transmission routes, and the outcomes favoured by selection on each.

Ordinary Mendelian segregation helps align the interests of unlinked nuclear loci: most depend on the same successful organism and receive an approximately equal chance of entering its gametes. intragenomic conflict becomes possible when an element bypasses that shared route, biases transmission, replicates within the genome, or has a parent-specific effect on relatives. mutation supplies variation; genetic linkage can protect combinations involved in distortion, while recombination and selection at other loci can favour suppression. The fitness currency of a selfish genetic element is therefore its own propagation, not the apparent health or fecundity of its carrier.

meiotic drive provides a direct example. For a rare autosomal driver with transmission probabilities $t_f$ through heterozygous females and $t_m$ through heterozygous males, suppose, for illustration, that heterozygotes have the same viability factor $1-s$ in both sexes. With random mating and otherwise equal reproductive contributions, the rare-driver approximation is:A rare driver can increase when the multiplier exceeds one, despite a carrier cost. This accounting also shows why the sex in which drive occurs matters: with unbiased male transmission, $t_m=1/2$, not $t_m=t_f$. The approximation omits dominance in common genotypes, sex-specific fertility, linkage and suppressors; it is an explanatory invasion calculation rather than a quantitative model of every natural driver.

Asymmetric female meiosis creates one route to distortion because some products become eggs and others are discarded. In monkeyflowers, a centromere-associated allele showed a strong female transmission advantage, with male fertility costs that expose a conflict between transmission and organismal performance. ^[ref] Reciprocal crosses and appropriate genetic backgrounds are important: distorted counts among surviving offspring can result from embryonic viability differences rather than biased segregation. Direct observation or genotyping of gametes and early embryos helps identify the stage. centromere drive is consequently more specific than merely observing segregation distortion.

The evolutionary response can include drive suppressors at other loci. Suppression is favoured when restoring fair transmission or reducing fertility costs improves the propagation of the rest of the genome. Its effect depends on linkage: a modifier tightly associated with the driver can experience different selection from an unlinked modifier. Arms races can maintain polymorphism and alter reproductive mechanisms; conversely, a successful suppressor can conceal an earlier conflict. Present-day Mendelian ratios therefore do not establish that transmission has always been conflict-free.

Transposable elements exploit another route: copying or moving genetic material within a lineage. McClintock's maize experiments established mobile controlling elements through genetic and cytological observations, providing foundational evidence that genomic components need not occupy fixed positions. ^[ref] Mobility itself is not proof that every element is harmful or selfish in every context. The conflict hypothesis requires a replication or transmission advantage alongside consequences for other genomic functions. Host silencing through mechanisms such as RNA interference and DNA methylation can constrain propagation, while some formerly mobile sequences acquire useful regulatory functions. Current usefulness and historical origin are different claims.

genomic imprinting illustrates conflict through expression rather than transmission distortion. Maternally and paternally inherited copies can differ in their relatedness to individuals affected by resource allocation. If a mother's future offspring are less likely to share the current father, a paternally inherited copy in the current offspring can place relatively less weight on those future maternal offspring. kinship theory of genomic imprinting therefore predicts disagreement over resource extraction under specified mating and life-history assumptions. It does not predict opposed interests at every locus or in every mating system. ^[ref]

Targeted disruption of the mouse insulin-like growth factor 2 gene produced growth effects dependent on parental transmission, demonstrating parent-of-origin-dependent regulation of an important growth factor. ^[ref] This is mechanistic evidence for imprinting. It is not, by itself, proof that parental genetic conflict caused the evolutionary origin of that regulatory pattern. Testing that explanation requires comparisons among related species and mating systems, tissue-specific expression, effects on maternal and offspring fitness, and alternatives such as dosage regulation or coadaptation. The genetic copy's interest must not be confused with a father's conscious preference or with a universal claim that larger offspring are always better for one parent.

The broader category also includes conflicts between distinct genomes residing in one individual. cytoplasmic inheritance can make an organelle or microbial symbiont depend mainly on female transmission, whereas nuclear loci are ordinarily transmitted through both sexes. A maternally inherited symbiont can consequently spread through changes to reproduction that do not benefit every host. In Nasonia wasps, reciprocal crossing, chromosome observations and antibiotic removal connected cytoplasmic microorganisms to reproductive incompatibility and abnormal paternal chromosome condensation. ^[ref] This demonstrates a microbial cause of a barrier under those conditions, not necessarily the origin of every species difference. Antibiotic effects on host condition and other microbes require controls, and reintroduction experiments would strengthen microbial specificity.

somatic evolution is a related conflict at a different level. A mutant cell lineage can increase within a body by avoiding growth restraint or cell death while damaging the organism. Analyses of cancer genomes and normal somatic tissues identified patterns of selection on somatic mutations, showing that cellular success is an evolutionary quantity distinct from organismal success. ^[ref] Not all cell proliferation is selfish, and some detected mutations are passengers. Mutation-rate heterogeneity, tissue composition and sequencing ascertainment must be modelled before an excess of mutations is interpreted as selection.

Such conflicts have consequences beyond immediate harm. They can favour fair-segregation mechanisms, genome defence, regulated cell proliferation and restrictions on which cell lineages produce offspring. A single-cell bottleneck and germ-soma separation can increase alignment among cellular descendants or limit transmission of within-body competitors, although neither prevents new mutations. Conflict can also affect fertility, sex ratios, reproductive isolation and genome organization. Claims that it produced a particular major evolutionary change require historical and comparative evidence in addition to a plausible selective argument.

Organismal integration is partly an evolved outcome of controlling conflict, not evidence that conflict is absent. The strongest explanations connect a specific transmission asymmetry to an element's advantage, a measurable cost or opposed interest, and an experimentally or comparatively supported response.

Ploidy counts complete sets of chromosomes in a cell nucleus. Write $n$ for the number of chromosomes in one set: haploid means one set, diploid two. DNA replication produces sister chromatids without changing ploidy.^[ref]

Consider an illustrative species with $2n=6$, hence $n=3$. One set contains three distinguishable chromosome types, $A,B,D$; the diploid cell nucleus contains two homologous chromosomes of each type. Labels describe chromosome identity, not particular alleles. Let $C$ be the Nuclear DNA content of one unreplicated set. All entries below refer to one completed product of division, or the starting cell nucleus, rather than the sum over products. Here “chromatid count” includes the single DNA copy in each unreplicated chromosome.

The arithmetic follows the allocation rules. DNA replication replaces each of six single copies with two associated sister chromatids: $6\times 2=12$ copies still grouped as six chromosomes. Meiosis I allocates one homologous chromosome of every type to each product: three replicated chromosomes, with $3\times 2=6$ copies. Meiosis II allocates one copy from each pair of sister chromatids to each final product: three single-copy chromosomes. Compare meiotic DNA content for the general symbolic bookkeeping. Chromosomal crossover can change the alleles on a chromatid without changing these counts when exchanges preserve material.

Keeping ploidy, chromosome count and Nuclear DNA content separate makes the beauty of meiosis explicit: copying supplies material for two divisions, while sorting determines which complete sets each product inherits. It also prevents interpreting a doubled DNA signal as evidence of an extra homologous chromosome set.

Saccharomyces cerevisiae is a particular species of yeast, used in baking, brewing and laboratory research. During ordinary vegetative growth it reproduces by budding: a smaller daughter grows from the mother before separation. Laboratory strains can be maintained as either haploid or diploid biological cells. This makes it possible to investigate genes in a single eukaryote, then use controlled crosses and meiosis to connect a genotype to a phenotype. See Burgess, Powers and Mell, Budding Yeast Saccharomyces cerevisiae as a Model Genetic Organism (2017), pp. 1–2.

The practical value of Saccharomyces cerevisiae as a model organism is the combination of easy laboratory cultivation, accessible genetics, and cellular functions shared with other eukaryotes. A haploid strain has one set of chromosomes, so a changed allele is not accompanied by a second copy at that genetic locus. But a mutation need not produce an observable phenotype under every condition. The yeast is also a whole organism, not a miniature human: transferring a result requires evidence that the relevant function is shared in the target system. See Duina, Miller and Keeney, Budding Yeast for Budding Geneticists (2014): cultivation, genetic tools and conserved functions.

For a concrete example, Hartwell, Culotti and Reid's 1970 work followed temperature-sensitive Saccharomyces cerevisiae strains with successive microscope photographs. Failure to complete a particular part of the cell cycle helped identify required gene functions. Their distinction between when a function is required and where a cell finally stops is especially instructive: the visible endpoint need not be the time of the underlying defect. See Hartwell, Culotti and Reid, Genetic control of the cell-division cycle in yeast. I. Detection of mutants (1970): primary abstract. This is a useful way to turn an observable change in a biological cell into a question about genes and causal order.

In alcoholic fermentation, Saccharomyces cerevisiae converts sugars into ethanol and carbon dioxide. The carbon dioxide helps dough rise; the ethanol is useful in alcoholic drinks. The metabolism also supports production of ATP, a usable cellular energy carrier. This is one metabolic ability of one species, not the definition of every yeast. See Clark, Douglas and Choi, Biology 2e, 7.5: alcohol fermentation and the Burgess, Powers and Mell account above.

For glucose, the ideal net stoichiometry isOne molecule of glucose supplies six carbon chemical atoms: four end up in the two ethanol molecules and two in the two carbon dioxide molecules. The twelve hydrogen and six oxygen chemical atoms also balance. This is a net material balance across several enzyme-catalyzed steps, not a single chemical reaction step or the complete bookkeeping for cellular energy carriers. The standard pathway accounting yields a net two ATP per glucose: the initial breakdown produces the ATP, while the later conversion to ethanol regenerates a coenzyme needed to keep the breakdown going. See Clark, Douglas and Choi, Biology 2e, 7.2: net ATP accounting and the section 7.5 cited above.

At complete conversion, this toy gives $20\mathrm{mmol}$ of ethanol and $20\mathrm{mmol}$ of carbon dioxide. The carbon balance is $6\times 10=2\times 20+1\times 20=60\mathrm{mmol}$ of carbon chemical atoms. A real culture also builds cellular material, can use other metabolic routes, and may retain dissolved carbon dioxide; the toy is a reference balance rather than a prediction of collected gas or beverage yield.

Although alcoholic fermentation does not require molecular oxygen as a reactant, the presence of molecular oxygen does not force Saccharomyces cerevisiae to stop fermenting. De Deken's 1966 experiments reported predominantly fermentative glucose use during exponential growth in air. Consequently, bubbles do not establish either absence of molecular oxygen or an exclusively fermentative metabolism. See De Deken, The Crabtree Effect: A Regulatory System in Yeast (1966): primary abstract.

Differences in reproductive success arising through access to mates or fertilizations. Conspicuous signals can diverge rapidly under sexual selection without equivalent divergence in the functions required for meiosis.

The production and maturation of male gametes, including meiosis in the relevant animals. Failure can cause male hybrid sterility without conspicuous changes in adult external form.

A reproductive or dispersal cell capable of initiating growth without fusion with another cell. In the ordinary land-plant sexual cycle, haploid spores formed by meiosis initiate gametophytes; they are distinct from fusing gametes.

The generation developing from a zygote and producing spores through meiosis. In the usual land-plant cycle it is diploid. Its nutritional independence and stature differ markedly between bryophytes and vascular plants.