The condition is known as complete androgen insensitivity or CAIS.
"Our findings clearly rule out a direct effect of the Y chromosome in producing masculine patterns of response," said Kim Wallen, an Emory University professor of psychology and behavioural neuroendocrinology.
"It's further evidence that we need to revamp our thinking about what we mean by 'man' and 'woman,'" said Wallen, who conducted the research with Stephan Hamann, Emory professor of psychology, and graduate students in their labs.
Women with CAIS are born with an XY chromosome pair. Because of the Y chromosome, the women have testes that remain hidden within their groins but they lack neural receptors for androgens so they cannot respond to the androgens that their testes produce.
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They can, however, respond to the oestrogens that their testes produce so they develop physically as women and undergo a feminising puberty. Since they do not have ovaries or a uterus and do not menstruate they cannot have children.
Wallen and Hamann are focused on teasing out neural differences between men and women.
In a 2004 study, they used functional magnetic resonance imaging (fMRI) to study the neural activity of typical men and typical women while they were viewing photos of people engaged in sexual activity.
For the recent study, the researchers repeated the experiment while also including 13 women with CAIS in addition to women without CAIS and men.
"This result supports the theory that androgen is the key to a masculine response. And it further confirms that women with CAIS are typical women psychologically, as well as their physical phenotype, despite having a Y chromosome," said Hamann.
The study was published in the journal Hormones and Behaviour.