diff --git a/optuna_dashboard/ts/components/GraphHyperparameterImportances.tsx b/optuna_dashboard/ts/components/GraphHyperparameterImportances.tsx
index a41f85c0..12ef8d2c 100644
--- a/optuna_dashboard/ts/components/GraphHyperparameterImportances.tsx
+++ b/optuna_dashboard/ts/components/GraphHyperparameterImportances.tsx
@@ -8,7 +8,8 @@ import {
   usePlotlyColorTheme,
   useBackendRender,
 } from "../state"
-import { getPlotAPI, PlotType } from "../apiClient"
+import { PlotType } from "../apiClient"
+import { usePlot } from "../hooks/usePlot"
 
 const plotDomId = "graph-hyperparameter-importances"
 
@@ -43,18 +44,23 @@ const GraphHyperparameterImportanceBackend: FC<{
 }> = ({ studyId, study = null, graphHeight }) => {
   const numCompletedTrials =
     study?.trials.filter((t) => t.state === "Complete").length || 0
+  const { data, layout, error } = usePlot({
+    numCompletedTrials,
+    studyId,
+    plotType: PlotType.ParamImportances,
+  })
+
   useEffect(() => {
-    if (studyId === undefined) {
-      return
+    if (data && layout) {
+      plotly.react(plotDomId, data, layout)
     }
-    getPlotAPI(studyId, PlotType.ParamImportances)
-      .then(({ data, layout }) => {
-        plotly.react(plotDomId, data, layout)
-      })
-      .catch((err) => {
-        console.error(err)
-      })
-  }, [studyId, numCompletedTrials])
+  }, [data, layout])
+  useEffect(() => {
+    if (error) {
+      console.error(error)
+    }
+  }, [error])
+
   return <Box id={plotDomId} sx={{ height: graphHeight }} />
 }
 
diff --git a/optuna_dashboard/ts/components/GraphParetoFront.tsx b/optuna_dashboard/ts/components/GraphParetoFront.tsx
index de5bb5dc..9ddec25b 100644
--- a/optuna_dashboard/ts/components/GraphParetoFront.tsx
+++ b/optuna_dashboard/ts/components/GraphParetoFront.tsx
@@ -14,8 +14,9 @@ import {
 import { makeHovertext } from "../graphUtil"
 import { usePlotlyColorTheme } from "../state"
 import { useNavigate } from "react-router-dom"
-import { getPlotAPI, PlotType } from "../apiClient"
+import { PlotType } from "../apiClient"
 import { useBackendRender } from "../state"
+import { usePlot } from "../hooks/usePlot"
 
 const plotDomId = "graph-pareto-front"
 
@@ -35,18 +36,23 @@ const GraphParetoFrontBackend: FC<{
   const studyId = study?.id
   const numCompletedTrials =
     study?.trials.filter((t) => t.state === "Complete").length || 0
+  const { data, layout, error } = usePlot({
+    numCompletedTrials,
+    studyId,
+    plotType: PlotType.ParetoFront,
+  })
+
   useEffect(() => {
-    if (studyId === undefined) {
-      return
+    if (data && layout) {
+      plotly.react(plotDomId, data, layout)
     }
-    getPlotAPI(studyId, PlotType.ParetoFront)
-      .then(({ data, layout }) => {
-        plotly.react(plotDomId, data, layout)
-      })
-      .catch((err) => {
-        console.error(err)
-      })
-  }, [studyId, numCompletedTrials])
+  }, [data, layout])
+  useEffect(() => {
+    if (error) {
+      console.error(error)
+    }
+  }, [error])
+
   return <Box id={plotDomId} sx={{ height: "450px" }} />
 }
 
diff --git a/optuna_dashboard/ts/components/GraphTimeline.tsx b/optuna_dashboard/ts/components/GraphTimeline.tsx
index 3fba8fe1..f7e2db65 100644
--- a/optuna_dashboard/ts/components/GraphTimeline.tsx
+++ b/optuna_dashboard/ts/components/GraphTimeline.tsx
@@ -3,8 +3,9 @@ import React, { FC, useEffect } from "react"
 import { Card, CardContent, Grid, Typography, useTheme } from "@mui/material"
 import { makeHovertext } from "../graphUtil"
 import { usePlotlyColorTheme } from "../state"
-import { getPlotAPI, PlotType } from "../apiClient"
+import { PlotType } from "../apiClient"
 import { useBackendRender } from "../state"
+import { usePlot } from "../hooks/usePlot"
 
 const plotDomId = "graph-timeline"
 const maxBars = 100
@@ -25,18 +26,23 @@ const GraphTimelineBackend: FC<{
   const studyId = study?.id
   const numCompletedTrials =
     study?.trials.filter((t) => t.state === "Complete").length || 0
+  const { data, layout, error } = usePlot({
+    numCompletedTrials,
+    studyId,
+    plotType: PlotType.Timeline,
+  })
+
   useEffect(() => {
-    if (studyId === undefined) {
-      return
+    if (data && layout) {
+      plotly.react(plotDomId, data, layout)
     }
-    getPlotAPI(studyId, PlotType.Timeline)
-      .then(({ data, layout }) => {
-        plotly.react(plotDomId, data, layout)
-      })
-      .catch((err) => {
-        console.error(err)
-      })
-  }, [studyId, numCompletedTrials])
+  }, [data, layout])
+  useEffect(() => {
+    if (error) {
+      console.error(error)
+    }
+  }, [error])
+
   return (
     <Grid item xs={9}>
       {" "}