diff --git a/gluten-substrait/src/main/scala/org/apache/gluten/execution/ScanTransformerFactory.scala b/gluten-substrait/src/main/scala/org/apache/gluten/execution/ScanTransformerFactory.scala
index b3b40955cd6c5..dfdf2d2f34e1d 100644
--- a/gluten-substrait/src/main/scala/org/apache/gluten/execution/ScanTransformerFactory.scala
+++ b/gluten-substrait/src/main/scala/org/apache/gluten/execution/ScanTransformerFactory.scala
@@ -16,7 +16,6 @@
  */
 package org.apache.gluten.execution
 
-import org.apache.gluten.expression.ExpressionConverter
 import org.apache.gluten.sql.shims.SparkShimLoader
 
 import org.apache.spark.sql.connector.read.Scan
@@ -43,12 +42,6 @@ object ScanTransformerFactory {
           .asInstanceOf[DataSourceScanTransformerRegister]
           .createDataSourceTransformer(scanExec)
       case _ =>
-        val dataFilters = scanExec.dataFilters.filter {
-          expr =>
-            ExpressionConverter.canReplaceWithExpressionTransformer(
-              ExpressionConverter.replaceAttributeReference(expr),
-              scanExec.output)
-        }
         FileSourceScanExecTransformer(
           scanExec.relation,
           scanExec.output,
@@ -56,7 +49,7 @@ object ScanTransformerFactory {
           scanExec.partitionFilters,
           scanExec.optionalBucketSet,
           scanExec.optionalNumCoalescedBuckets,
-          dataFilters,
+          scanExec.dataFilters,
           scanExec.tableIdentifier,
           scanExec.disableBucketedScan
         )