I think male are more affected

Read that men are more at risk for worse outcomes and death, independent of age, with COVID-19. While males and females have the same prevalence of COVID-19, male patients have a higher mortality rate.

Males are prone to get infected to disease, and this time with COVID-19. Due to presence of XX chromosome in females, they are resistant to some genetic disorders and diseases comparatively. Moreover, males don't maintain the norms properly, so they get attacked easily. There might be damages of central nervous system following COVID infection in both cases.

Please see the RG link below.

Article Gender Differences in Patients With COVID-19: Focus on Sever...

Muhammad Haddad please check out this recent article in which one aspect of your question is addressed:

https://www.nature.com/articles/s42003-020-1088-9

The susceptibility to infection could be a sex influenced phenomenon. Owing to hormonal balance, females should show less susceptibility to, and a high degree of immunity against Covid-19 compared to males.

Please have a look at the following link:

Article Sex- and Gender-specific Observations and Implications for COVID-19

You may follow the link below:

https://www.researchgate.net/publication/340664789_Are_men_more_vulnerable_to_Covid-19_as_compared_to_women

Muhammad Haddad meanwhile it seems to be well established that more men die of COVID-19 than women. Please see the following link:

https://www.dw.com/en/why-do-more-men-die-from-covid-19/a-53952130

Several works have been published about this topic, please see the following RG reference:

Presentation Gender Equality and COVID-19

You may read the gollowing article

https://www.frontiersin.org/articles/10.3389/fpubh.2020.00152/full

You may also read this document

https://www.who.int/publications/i/item/gender-and-covid-19