heritability distribution

USAGE SUMMARY

The phrase "heritability distribution" is correct and usable in written English.
It can be used in contexts related to genetics, statistics, or biology when discussing the variation of heritable traits within a population. Example: "The study focused on the heritability distribution of height among different ethnic groups."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

6 human-written examples

A slight skew in heritability distribution required log-transformation prior to analysis to ensure normally-distributed residuals.

Plosone

Therefore the different patterns of the heritability distribution between housekeeping and non-housekeeping genes revealed in this study should not be confounded by expression level related assignment of genes into different categories.

BMC Genomics

Combining the four HapMap populations together, all genes showed heritability estimates larger than a nominal level of 0.1% and a similar heritability distribution pattern was observed (data not shown).

BMC Genomics

This revealed that the genes with trans eQTLs shared a similar heritability distribution with genes lacking any eQTLs, i.e. these genes had low heritability levels, distinguishing them from genes with cis eQTLs which had distinctly higher heritability levels.

BMC Genomics

The housekeeping and non-housekeeping genes show distinct heritability distribution patterns, with the former presenting high levels of expression heritability, and the latter showing a bimodal pattern of expression heritability.

BMC Genomics

However, we have shown that this assumption may be true for cis eQTLs but not for trans eQTLs, because while genes with cis eQTLs aggregated at high heritability levels, genes with trans eQTLs shared a similar heritability distribution to that of genes with no eQTLs at all.

BMC Genomics

Human-verified similar examples from authoritative sources

Similar Expressions

54 human-written examples

According to [ 2], for a given effective population size, the accuracy of GEBV depends on four parameters: level of LD between markers and QTL, size of the training data set, heritability, and distribution of QTL effects.

Genetics, Selection, Evolution

There are apparently major differences in the genetic architecture of various traits in this study, i.e. for traits with similar heritability the distributions of SNPs effect were very different.

BMC Genomics

Indeed, multiple genetic risk distributions can correspond to a given combination of prevalence and heritability; each such distribution, however, can lend itself differently to genetic prediction.

BMC Genomics

Many simulation studies have shown the benefits of this technology, depending on heritability, number and distribution of effects of QTL, population structure, size of training data set used to estimate SNP effects, and other factors [ 3].

Genetics, Selection, Evolution

According to [ 28], for a given effective population size, the major drivers of genomic EBV accuracy are (1) LD between markers and QTL, (2) training set size, (3) heritability and (4) distribution of QTL effects.

Genetics, Selection, Evolution

Expert writing Tips

Best practice

When analyzing "heritability distribution", consider the specific population and environmental factors, as these can significantly influence the results. Always specify the context in which the distribution is being examined.

Common error

Avoid assuming that a specific "heritability distribution" is universally applicable. Heritability estimates are population-specific and can vary across different environments and genetic backgrounds.

Linguistic Context

The phrase "heritability distribution" functions as a noun phrase, referring to the statistical or graphical representation of the range and frequency of heritability estimates within a population or across different traits. As Ludwig AI confirms, it's correct and usable in English.

Expression frequency: Uncommon

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Social Media

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Ludwig's WRAP-UP

The phrase "heritability distribution" is a grammatically correct and scientifically relevant term used to describe the pattern of genetic influence on traits, as affirmed by Ludwig AI. Predominantly found in scientific literature, it refers to the statistical or graphical representation of heritability estimates. Key considerations include the population-specificity of heritability, the distinction between cis and trans eQTLs, and the potential for bimodal distributions indicating different regulatory mechanisms. Understanding the factors influencing "heritability distribution" is crucial for accurate interpretation and application in genetic studies.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

distribution of heritability estimates

Focuses on the distribution derived from estimations rather than the general concept.

pattern of heritability

Shifts the focus to the observed pattern instead of the statistical distribution.

heritability profile

Uses 'profile' to suggest a characteristic set of heritability values.

genetic variance distribution

Specifies the distribution of genetic variance contributing to heritability.

spread of heritability

Emphasizes the dispersion or range of heritability values.

range of heritability values

Highlights the possible values that heritability can take.

heritability landscape

Uses 'landscape' metaphorically to represent the distribution as a complex system.

distribution of genetic influence

Focuses on the distribution of genetic effects on a trait.

heritability spectrum

Implies a continuous range of heritability values.

variation in heritability

Highlights the variability observed in heritability across different contexts.

FAQs

How is "heritability distribution" typically represented?

The "heritability distribution" is often represented using histograms or density plots, showing the frequency of different heritability estimates across a set of traits or genes. These visualizations help to understand the overall pattern of genetic influence.

What factors can influence the "heritability distribution" of a trait?

Several factors can influence the "heritability distribution", including the genetic architecture of the trait, the environmental variability, and the statistical methods used to estimate heritability. Understanding these factors is crucial for accurate interpretation.

How does the "heritability distribution" differ between cis and trans eQTLs?

Genes with cis eQTLs often exhibit higher heritability levels, resulting in a different "heritability distribution" compared to genes with trans eQTLs, which tend to have lower heritability levels. This distinction can be important in understanding gene regulation.

What does a bimodal "heritability distribution" indicate?

A bimodal "heritability distribution" suggests that there are two distinct groups of traits or genes with different levels of heritability. For example, housekeeping genes may show high heritability, while other genes may exhibit a bimodal pattern, indicating different regulatory mechanisms.