diff --git a/__tests__/integration/snapshots/interaction/aapl-line-slider-filter/step2.png b/__tests__/integration/snapshots/interaction/aapl-line-slider-filter/step2.png
new file mode 100644
index 0000000000..d0476821f5
Binary files /dev/null and b/__tests__/integration/snapshots/interaction/aapl-line-slider-filter/step2.png differ
diff --git a/__tests__/plots/interaction/appl-line-slider-filter.ts b/__tests__/plots/interaction/appl-line-slider-filter.ts
index acc2e49127..561cba5241 100644
--- a/__tests__/plots/interaction/appl-line-slider-filter.ts
+++ b/__tests__/plots/interaction/appl-line-slider-filter.ts
@@ -30,9 +30,7 @@ export function dispatchValueChange(slider, values = [0.25, 0.75]) {
   slider.update({ values });
   slider.dispatchEvent(
     new CustomEvent('valuechange', {
-      detail: {
-        value: [0.25, 0.75],
-      },
+      detail: { value: values },
     }),
   );
 }
@@ -54,5 +52,10 @@ aaplLineSliderFilter.steps = ({ canvas }) => {
         dispatchValueChange(s2);
       },
     },
+    {
+      changeState: () => {
+        dispatchValueChange(s1, [0.7, 0.9]);
+      },
+    },
   ];
 };
diff --git a/src/interaction/scrollbarFilter.ts b/src/interaction/scrollbarFilter.ts
index ced43727d0..e398dad499 100644
--- a/src/interaction/scrollbarFilter.ts
+++ b/src/interaction/scrollbarFilter.ts
@@ -9,19 +9,20 @@ export function ScrollbarFilter(options: any = {}) {
     if (!scrollbars.length) return () => {};
     const { scale } = view;
     const { x: scaleX, y: scaleY } = scale;
-    const channelDomain = {
-      x: scaleX.getOptions().domain,
-      y: scaleY.getOptions().domain,
+
+    // The filtered domain, computed by the ratio attribute.
+    const initDomain = {
+      x: [...scaleX.getOptions().domain],
+      y: [...scaleY.getOptions().domain],
     };
-    scaleX.update({
-      domain: scaleX.getOptions().expectedDomain,
-    });
-    scaleY.update({
-      domain: scaleY.getOptions().expectedDomain,
-    });
+
+    // The ordinal domain for each channel.
+    scaleX.update({ domain: scaleX.getOptions().expectedDomain });
+    scaleY.update({ domain: scaleY.getOptions().expectedDomain });
+
     const interaction = SliderFilter({
       ...options,
-      channelDomain,
+      initDomain,
       className: SCROLLBAR_CLASS_NAME,
       prefix: 'scrollbar',
       hasState: true,
diff --git a/src/interaction/sliderFilter.ts b/src/interaction/sliderFilter.ts
index 61d0c63688..0af52aafe1 100644
--- a/src/interaction/sliderFilter.ts
+++ b/src/interaction/sliderFilter.ts
@@ -5,7 +5,14 @@ import { invert, domainOf, abstractOf } from '../utils/scale';
 
 export const SLIDER_CLASS_NAME = 'slider';
 
-function filterDataByDomain(options, scaleOptions, prefix, hasState = false) {
+function filterDataByDomain(
+  options,
+  scaleOptions,
+  prefix,
+  hasState = false,
+  channel0 = 'x',
+  channel1 = 'y',
+) {
   const { marks } = options;
   const newMarks = marks.map((mark) =>
     deepMix(
@@ -21,11 +28,12 @@ function filterDataByDomain(options, scaleOptions, prefix, hasState = false) {
         scale: scaleOptions,
         // Don't rerender sliders.
         [prefix]: {
-          ...(mark[prefix]?.x && {
-            x: { preserve: true, ...(hasState && { ratio: null }) },
+          ...(mark[prefix]?.[channel0] && {
+            [channel0]: { preserve: true, ...(hasState && { ratio: null }) },
           }),
-          ...(mark[prefix]?.y && {
-            y: { preserve: true, ...(hasState && { ratio: null }) },
+          // Only remove ratio state with filtered channel.
+          ...(mark[prefix]?.[channel1] && {
+            [channel1]: { preserve: true },
           }),
         },
         animate: false,
@@ -58,7 +66,7 @@ function extentOf(domain) {
  * @todo Support click to reset after fix click and dragend conflict.
  */
 export function SliderFilter({
-  channelDomain,
+  initDomain = {},
   className = SLIDER_CLASS_NAME,
   prefix = 'slider',
   setValue = (component, values) => component.setValues(values),
@@ -89,12 +97,10 @@ export function SliderFilter({
     const emitHandlers = new Set<[string, (event: any) => void]>();
 
     // Store current domain of x and y scale.
-    if (!channelDomain) {
-      channelDomain = {
-        x: scaleX.getOptions().domain,
-        y: scaleY.getOptions().domain,
-      };
-    }
+    const channelDomain = {
+      x: initDomain.x || scaleX.getOptions().domain,
+      y: initDomain.y || scaleY.getOptions().domain,
+    };
 
     for (const slider of sliders) {
       const { orientation } = slider.attributes;
@@ -152,13 +158,13 @@ export function SliderFilter({
           setState(slider, (options) => ({
             ...filterDataByDomain(
               options,
-              {
-                // Set nice to false to avoid modify domain.
-                [channel0]: { domain: domain0, nice: false },
-                [channel1]: { domain: domain1, nice: false },
-              },
+              // Set nice to false to avoid modify domain.
+              // Only update domain of current slider / scrollbar.
+              { [channel0]: { domain: domain0, nice: false } },
               prefix,
               hasState,
+              channel0,
+              channel1,
             ),
             paddingLeft,
             paddingTop,