The phrase "and samples based on" is correct and usable in written English.
It can be used when discussing data, research, or analysis that involves samples derived from a particular source or criteria.
Example: "The study included various experiments and samples based on the initial hypothesis."
Alternatives: "and samples derived from" or "and samples taken from".
Case in point is hierarchical clustering of genes and samples based on gene expression data.
One approach to data interpretation involves the generation of 'heat maps', which statistically cluster genes and samples based on similarity of expression.
It creates a visualization of the grouping of genes and samples based on profile similarity, even if it does not provide robustness assessment of the classification.
We found that the difference in allele frequency at the PHYC locus (Fig. 5B) exceeded the simple effect of drift and sampling based on empirical (P<0.02) or model-based distribution of differentiation (p<0.001).
In this paper, they modeled the interaction between tip and sample based on the Lennard-Jones potential.
After schools are stratified and sampled, teachers within the schools are also stratified and sampled based on their characteristics (NCES n.d., "Sample selection").
The resulting reads were analyzed by assigning each read to a specific gene based on homology and sample based on the unique barcode (see methods).
Regional representativeness was fulfilled by classifying the country into 12 regions including all administrative divisions and sampling based on population proportions.
To define such events, we adopted an integrative genome comparison approach to define genes that were statistically different between primary and metastatic samples based on DNA and RNA data (Figure 2A).
It accomplishes this by making a model of malicious and benign samples based on their structure and content.
Figure 8 Error Bar diagram of the studied organochlorine pesticides over all water and sediment samples based on the mean of HCHs and DDTs.
