Try adding a CSS class to it and style that
<asp:LinkButton CssClass="linkBtn" id="linkBtn" runat="server" Text='<%# Eval("Title") %>' OnCommand="LoadCheckListRecordEntry"/>
CSS
a.linkBtn {
text-decoration: underline;
color: blue
}