With this Collection, Nature Communications, Nature Genetics, Communications Biology and Scientific Reports aim to publish research articles based on genetic studies in diverse human populations. This Collection includes the breadth of human genetics research, including but not limited to complex trait association studies, rare variant studies, population genetics and bioinformatics methods. We will also consider Reviews, Perspectives, and Comments addressing these topics.