Let \((A,\mathfrak {m} )\) be an analytically unramified Cohen–Macaulay local ring and let \(\mathfrak {a} \) be an \(\mathfrak {m} \) -primary ideal in A. If I is an ideal in A then let \(I^*\) be the integral closure of I in A. Let \(G_{\mathfrak {a}}(A) ^* = \bigoplus _{n\ge 0 }(\mathfrak {a} ^n)^*/(\mathfrak {a} ^{n+1})^*\) be the associated graded ring of the integral closure filtration of \(\mathfrak {a} \) . Itoh conjectured in 1992 that if third Hilbert coefficient of \(G_{\mathfrak {a}}(A) ^*\) , i.e., \(e_3^{\mathfrak {a} ^*}(A) = 0\) and A is Gorenstein then \(G_{\mathfrak {a}}(A) ^*\) is Cohen–Macaulay. In this paper we prove an important case of Itoh’s conjecture: we show that if A is Cohen–Macaulay and if \(\mathfrak {a} \) is normal (i.e., \(\mathfrak {a} ^n\) is integrally closed for all \(n \ge 1\) ) with \(e_3^\mathfrak {a} (A) = 0\) then \(G_\mathfrak {a} (A)\) is Cohen–Macaulay.