Integrated analysis uncovers &lt;i&gt;KCMF1&lt;/i&gt; genetic susceptibility and the &lt;i&gt;SNRPD2&lt;/i&gt; axis in renal cell carcinoma. Here, KCMF1 is linked to hereditary clear cell renal cell carcinoma.