diff --git a/plugins/woocommerce/changelog/fix-datasourcepoller-upgrade-issues b/plugins/woocommerce/changelog/fix-datasourcepoller-upgrade-issues
new file mode 100644
index 00000000000..224e68b9160
--- /dev/null
+++ b/plugins/woocommerce/changelog/fix-datasourcepoller-upgrade-issues
@@ -0,0 +1,4 @@
+Significance: patch
+Type: dev
+
+Temporary disable DataSourcePoller class deprecation message
diff --git a/plugins/woocommerce/src/Admin/DataSourcePoller.php b/plugins/woocommerce/src/Admin/DataSourcePoller.php
index 707c4c7792d..f438f7d9e0d 100644
--- a/plugins/woocommerce/src/Admin/DataSourcePoller.php
+++ b/plugins/woocommerce/src/Admin/DataSourcePoller.php
@@ -16,14 +16,11 @@ abstract class DataSourcePoller extends RemoteSpecsDataSourcePoller {
 	 * Log a deprecation to the error log.
 	 */
 	private static function log_deprecation() {
-		error_log( // phpcs:ignore
-			sprintf(
-				'%1$s is deprecated since version %2$s! Use %3$s instead.',
-				self::class,
-				'8.8.0',
-				'Automattic\WooCommerce\Admin\RemoteSpecs\DataSourcePoller'
-			)
-		);
+		/**
+		 * Note: Deprecation messages have been temporarily disabled due to upgrade issues.
+		 * For more details, see the discussion in the WooCommerce GitHub repository:
+		 * https://github.com/woocommerce/woocommerce/pull/45892.
+		 */
 	}
 
 	/**
diff --git a/plugins/woocommerce/src/Admin/Features/PaymentGatewaySuggestions/PaymentGatewaySuggestionsDataSourcePoller.php b/plugins/woocommerce/src/Admin/Features/PaymentGatewaySuggestions/PaymentGatewaySuggestionsDataSourcePoller.php
index d53ac724afd..5e3608b635d 100644
--- a/plugins/woocommerce/src/Admin/Features/PaymentGatewaySuggestions/PaymentGatewaySuggestionsDataSourcePoller.php
+++ b/plugins/woocommerce/src/Admin/Features/PaymentGatewaySuggestions/PaymentGatewaySuggestionsDataSourcePoller.php
@@ -2,7 +2,7 @@
 
 namespace Automattic\WooCommerce\Admin\Features\PaymentGatewaySuggestions;
 
-use Automattic\WooCommerce\Admin\RemoteSpecs\DataSourcePoller;
+use Automattic\WooCommerce\Admin\DataSourcePoller;
 
 /**
  * Specs data source poller class for payment gateway suggestions.