Coach to get to the table of contents whilst you are reading the book - tap on the book heading and it will display on the page. And then tap on any chapter you want to go to.
To remove the TOC tap on the heading again.
Re reading PDF formatted books - i suggest you buy the PDF reader app.
Or you could convert the pdf to epub in Calibre.