diff --git a/src/main/java/org/cbioportal/service/impl/ClinicalDataDensityPlotServiceImpl.java b/src/main/java/org/cbioportal/service/impl/ClinicalDataDensityPlotServiceImpl.java
index 02441c0912d..e4abf2e631c 100644
--- a/src/main/java/org/cbioportal/service/impl/ClinicalDataDensityPlotServiceImpl.java
+++ b/src/main/java/org/cbioportal/service/impl/ClinicalDataDensityPlotServiceImpl.java
@@ -26,7 +26,7 @@ public class ClinicalDataDensityPlotServiceImpl implements ClinicalDataDensityPl
 
     @Cacheable(
         cacheResolver = "staticRepositoryCacheOneResolver",
-        condition = "@cacheEnabledConfig.getEnabledClickhouse() && @studyViewFilterUtil.isSingleStudyUnfiltered(#studyViewFilter)"
+        condition = "@cacheEnabledConfig.getEnabledClickhouse() && @studyViewFilterUtil.isUnfiltered(#studyViewFilter)"
     )
     @Override
     public DensityPlotData getDensityPlotData(List<ClinicalData> sampleClinicalData, DensityPlotParameters densityPlotParameters, StudyViewFilter studyViewFilter) {
diff --git a/src/main/java/org/cbioportal/service/impl/StudyViewColumnarServiceImpl.java b/src/main/java/org/cbioportal/service/impl/StudyViewColumnarServiceImpl.java
index b9d82902da0..5402ddc6584 100644
--- a/src/main/java/org/cbioportal/service/impl/StudyViewColumnarServiceImpl.java
+++ b/src/main/java/org/cbioportal/service/impl/StudyViewColumnarServiceImpl.java
@@ -54,7 +54,7 @@ public StudyViewColumnarServiceImpl(StudyViewRepository studyViewRepository, Alt
     
     @Cacheable(
         cacheResolver = "staticRepositoryCacheOneResolver",
-        condition = "@cacheEnabledConfig.getEnabledClickhouse() && @studyViewFilterUtil.isSingleStudyUnfiltered(#studyViewFilter)"
+        condition = "@cacheEnabledConfig.getEnabledClickhouse() && @studyViewFilterUtil.isUnfiltered(#studyViewFilter)"
     )
     @Override
     public List<Sample> getFilteredSamples(StudyViewFilter studyViewFilter) {
@@ -64,7 +64,7 @@ public List<Sample> getFilteredSamples(StudyViewFilter studyViewFilter) {
 
     @Cacheable(
         cacheResolver = "staticRepositoryCacheOneResolver",
-        condition = "@cacheEnabledConfig.getEnabledClickhouse() && @studyViewFilterUtil.isSingleStudyUnfiltered(#studyViewFilter)"
+        condition = "@cacheEnabledConfig.getEnabledClickhouse() && @studyViewFilterUtil.isUnfiltered(#studyViewFilter)"
     )
     @Override
     public List<AlterationCountByGene> getMutatedGenes(StudyViewFilter studyViewFilter) throws StudyNotFoundException {
@@ -73,7 +73,7 @@ public List<AlterationCountByGene> getMutatedGenes(StudyViewFilter studyViewFilt
 
     @Cacheable(
         cacheResolver = "staticRepositoryCacheOneResolver",
-        condition = "@cacheEnabledConfig.getEnabledClickhouse() && @studyViewFilterUtil.isSingleStudyUnfiltered(#studyViewFilter)"
+        condition = "@cacheEnabledConfig.getEnabledClickhouse() && @studyViewFilterUtil.isUnfiltered(#studyViewFilter)"
     )
     @Override
     public List<GenomicDataCount> getMolecularProfileSampleCounts(StudyViewFilter studyViewFilter) {
@@ -82,7 +82,7 @@ public List<GenomicDataCount> getMolecularProfileSampleCounts(StudyViewFilter st
 
     @Cacheable(
         cacheResolver = "staticRepositoryCacheOneResolver",
-        condition = "@cacheEnabledConfig.getEnabledClickhouse() && @studyViewFilterUtil.isSingleStudyUnfiltered(#studyViewFilter)"
+        condition = "@cacheEnabledConfig.getEnabledClickhouse() && @studyViewFilterUtil.isUnfiltered(#studyViewFilter)"
     )
     @Override
     public List<ClinicalEventTypeCount> getClinicalEventTypeCounts(StudyViewFilter studyViewFilter) {
@@ -91,7 +91,7 @@ public List<ClinicalEventTypeCount> getClinicalEventTypeCounts(StudyViewFilter s
 
     @Cacheable(
         cacheResolver = "staticRepositoryCacheOneResolver",
-        condition = "@cacheEnabledConfig.getEnabledClickhouse() && @studyViewFilterUtil.isSingleStudyUnfiltered(#studyViewFilter)"
+        condition = "@cacheEnabledConfig.getEnabledClickhouse() && @studyViewFilterUtil.isUnfiltered(#studyViewFilter)"
     )
     @Override
     public PatientTreatmentReport getPatientTreatmentReport(StudyViewFilter studyViewFilter) {
@@ -100,7 +100,7 @@ public PatientTreatmentReport getPatientTreatmentReport(StudyViewFilter studyVie
 
     @Cacheable(
         cacheResolver = "staticRepositoryCacheOneResolver",
-        condition = "@cacheEnabledConfig.getEnabledClickhouse() && @studyViewFilterUtil.isSingleStudyUnfiltered(#studyViewFilter)"
+        condition = "@cacheEnabledConfig.getEnabledClickhouse() && @studyViewFilterUtil.isUnfiltered(#studyViewFilter)"
     )
     @Override
     public SampleTreatmentReport getSampleTreatmentReport(StudyViewFilter studyViewFilter) {
@@ -109,7 +109,7 @@ public SampleTreatmentReport getSampleTreatmentReport(StudyViewFilter studyViewF
 
     @Cacheable(
         cacheResolver = "staticRepositoryCacheOneResolver",
-        condition = "@cacheEnabledConfig.getEnabledClickhouse() && @studyViewFilterUtil.isSingleStudyUnfiltered(#studyViewFilter)"
+        condition = "@cacheEnabledConfig.getEnabledClickhouse() && @studyViewFilterUtil.isUnfiltered(#studyViewFilter)"
     )
     @Override
     public List<ClinicalDataCountItem> getGenomicDataBinCounts(StudyViewFilter studyViewFilter, List<GenomicDataBinFilter> genomicDataBinFilters) {
@@ -118,7 +118,7 @@ public List<ClinicalDataCountItem> getGenomicDataBinCounts(StudyViewFilter study
 
     @Cacheable(
         cacheResolver = "staticRepositoryCacheOneResolver",
-        condition = "@cacheEnabledConfig.getEnabledClickhouse() && @studyViewFilterUtil.isSingleStudyUnfiltered(#studyViewFilter)"
+        condition = "@cacheEnabledConfig.getEnabledClickhouse() && @studyViewFilterUtil.isUnfiltered(#studyViewFilter)"
     )
     @Override
     public List<ClinicalDataCountItem> getGenericAssayDataBinCounts(StudyViewFilter studyViewFilter, List<GenericAssayDataBinFilter> genericAssayDataBinFilters) {
@@ -131,7 +131,7 @@ public List<CopyNumberCountByGene> getCnaGenes(StudyViewFilter studyViewFilter)
 
     @Cacheable(
         cacheResolver = "staticRepositoryCacheOneResolver",
-        condition = "@cacheEnabledConfig.getEnabledClickhouse() && @studyViewFilterUtil.isSingleStudyUnfiltered(#studyViewFilter)"
+        condition = "@cacheEnabledConfig.getEnabledClickhouse() && @studyViewFilterUtil.isUnfiltered(#studyViewFilter)"
     )
     @Override
     public List<AlterationCountByGene> getStructuralVariantGenes(StudyViewFilter studyViewFilter) throws StudyNotFoundException {
@@ -140,7 +140,7 @@ public List<AlterationCountByGene> getStructuralVariantGenes(StudyViewFilter stu
 
     @Cacheable(
         cacheResolver = "staticRepositoryCacheOneResolver",
-        condition = "@cacheEnabledConfig.getEnabledClickhouse() && @studyViewFilterUtil.isSingleStudyUnfiltered(#studyViewFilter)"
+        condition = "@cacheEnabledConfig.getEnabledClickhouse() && @studyViewFilterUtil.isUnfiltered(#studyViewFilter)"
     )
     @Override
     public Map<String, ClinicalDataType> getClinicalAttributeDatatypeMap() {
@@ -149,7 +149,7 @@ public Map<String, ClinicalDataType> getClinicalAttributeDatatypeMap() {
 
     @Cacheable(
         cacheResolver = "staticRepositoryCacheOneResolver",
-        condition = "@cacheEnabledConfig.getEnabledClickhouse() && @studyViewFilterUtil.isSingleStudyUnfiltered(#studyViewFilter)"
+        condition = "@cacheEnabledConfig.getEnabledClickhouse() && @studyViewFilterUtil.isUnfiltered(#studyViewFilter)"
     )
     @Override
     public List<ClinicalDataCountItem> getClinicalDataCounts(StudyViewFilter studyViewFilter, List<String> filteredAttributes) {
@@ -168,7 +168,7 @@ public List<ClinicalDataCountItem> getClinicalDataCounts(StudyViewFilter studyVi
 
     @Cacheable(
         cacheResolver = "staticRepositoryCacheOneResolver",
-        condition = "@cacheEnabledConfig.getEnabledClickhouse() && @studyViewFilterUtil.isSingleStudyUnfiltered(#studyViewFilter)"
+        condition = "@cacheEnabledConfig.getEnabledClickhouse() && @studyViewFilterUtil.isUnfiltered(#studyViewFilter)"
     )
     @Override
     public List<CaseListDataCount> getCaseListDataCounts(StudyViewFilter studyViewFilter) {
@@ -180,7 +180,7 @@ public List<CaseListDataCount> getCaseListDataCounts(StudyViewFilter studyViewFi
 
     @Cacheable(
         cacheResolver = "staticRepositoryCacheOneResolver",
-        condition = "@cacheEnabledConfig.getEnabledClickhouse() && @studyViewFilterUtil.isSingleStudyUnfiltered(#studyViewFilter)"
+        condition = "@cacheEnabledConfig.getEnabledClickhouse() && @studyViewFilterUtil.isUnfiltered(#studyViewFilter)"
     )
     @Override
     public List<ClinicalData> getPatientClinicalData(StudyViewFilter studyViewFilter, List<String> attributeIds) {
@@ -189,7 +189,7 @@ public List<ClinicalData> getPatientClinicalData(StudyViewFilter studyViewFilter
 
     @Cacheable(
         cacheResolver = "staticRepositoryCacheOneResolver",
-        condition = "@cacheEnabledConfig.getEnabledClickhouse() && @studyViewFilterUtil.isSingleStudyUnfiltered(#studyViewFilter)"
+        condition = "@cacheEnabledConfig.getEnabledClickhouse() && @studyViewFilterUtil.isUnfiltered(#studyViewFilter)"
     )
     @Override
     public List<ClinicalData> getSampleClinicalData(StudyViewFilter studyViewFilter, List<String> attributeIds) {
@@ -198,7 +198,7 @@ public List<ClinicalData> getSampleClinicalData(StudyViewFilter studyViewFilter,
 
     @Cacheable(
         cacheResolver = "staticRepositoryCacheOneResolver",
-        condition = "@cacheEnabledConfig.getEnabledClickhouse() && @studyViewFilterUtil.isSingleStudyUnfiltered(#studyViewFilter)"
+        condition = "@cacheEnabledConfig.getEnabledClickhouse() && @studyViewFilterUtil.isUnfiltered(#studyViewFilter)"
     )
     @Override
     public List<GenomicDataCountItem> getCNACountsByGeneSpecific(StudyViewFilter studyViewFilter, List<GenomicDataFilter> genomicDataFilters) {
@@ -207,7 +207,7 @@ public List<GenomicDataCountItem> getCNACountsByGeneSpecific(StudyViewFilter stu
 
     @Cacheable(
         cacheResolver = "staticRepositoryCacheOneResolver",
-        condition = "@cacheEnabledConfig.getEnabledClickhouse() && @studyViewFilterUtil.isSingleStudyUnfiltered(#studyViewFilter)"
+        condition = "@cacheEnabledConfig.getEnabledClickhouse() && @studyViewFilterUtil.isUnfiltered(#studyViewFilter)"
     )
     @Override
     public List<GenericAssayDataCountItem> getGenericAssayDataCounts(StudyViewFilter studyViewFilter, List<GenericAssayDataFilter> genericAssayDataFilters) {
@@ -216,7 +216,7 @@ public List<GenericAssayDataCountItem> getGenericAssayDataCounts(StudyViewFilter
     
     @Cacheable(
         cacheResolver = "staticRepositoryCacheOneResolver",
-        condition = "@cacheEnabledConfig.getEnabledClickhouse() && @studyViewFilterUtil.isSingleStudyUnfiltered(#studyViewFilter)"
+        condition = "@cacheEnabledConfig.getEnabledClickhouse() && @studyViewFilterUtil.isUnfiltered(#studyViewFilter)"
     )
     @Override
     public List<GenomicDataCountItem> getMutationCountsByGeneSpecific(StudyViewFilter studyViewFilter, List<GenomicDataFilter> genomicDataFilters) {
@@ -237,7 +237,7 @@ public List<GenomicDataCountItem> getMutationCountsByGeneSpecific(StudyViewFilte
 
     @Cacheable(
         cacheResolver = "staticRepositoryCacheOneResolver",
-        condition = "@cacheEnabledConfig.getEnabledClickhouse() && @studyViewFilterUtil.isSingleStudyUnfiltered(#studyViewFilter)"
+        condition = "@cacheEnabledConfig.getEnabledClickhouse() && @studyViewFilterUtil.isUnfiltered(#studyViewFilter)"
     )
     @Override
     public List<GenomicDataCountItem> getMutationTypeCountsByGeneSpecific(StudyViewFilter studyViewFilter, List<GenomicDataFilter> genomicDataFilters) {
diff --git a/src/main/java/org/cbioportal/service/impl/ViolinPlotServiceImpl.java b/src/main/java/org/cbioportal/service/impl/ViolinPlotServiceImpl.java
index ede844907c8..e3da1e50019 100644
--- a/src/main/java/org/cbioportal/service/impl/ViolinPlotServiceImpl.java
+++ b/src/main/java/org/cbioportal/service/impl/ViolinPlotServiceImpl.java
@@ -21,7 +21,7 @@ public class ViolinPlotServiceImpl implements ViolinPlotService {
 
     @Cacheable(
         cacheResolver = "staticRepositoryCacheOneResolver",
-        condition = "@cacheEnabledConfig.getEnabledClickhouse() && @studyViewFilterUtil.isSingleStudyUnfiltered(#studyViewFilter)"
+        condition = "@cacheEnabledConfig.getEnabledClickhouse() && @studyViewFilterUtil.isUnfiltered(#studyViewFilter)"
     )
     public ClinicalViolinPlotData getClinicalViolinPlotData(
         List<ClinicalData> sampleClinicalDataForViolinPlot,
diff --git a/src/main/java/org/cbioportal/web/util/StudyViewFilterUtil.java b/src/main/java/org/cbioportal/web/util/StudyViewFilterUtil.java
index 3ebb8021d50..c91a7229b09 100644
--- a/src/main/java/org/cbioportal/web/util/StudyViewFilterUtil.java
+++ b/src/main/java/org/cbioportal/web/util/StudyViewFilterUtil.java
@@ -200,8 +200,16 @@ public List<ClinicalDataCountItem> getClinicalDataCountsFromCustomData(Collectio
     }
     
     public boolean isSingleStudyUnfiltered(StudyViewFilter filter) {
+        return isSingleStudy(filter) && isUnfiltered(filter);
+    }
+
+    public boolean isSingleStudy(StudyViewFilter filter) {
+        return filter.getStudyIds() != null &&
+            filter.getStudyIds().size() == 1;
+    }
+    
+    public boolean isUnfiltered(StudyViewFilter filter) {
         return filter.getStudyIds() != null &&
-            filter.getStudyIds().size() == 1 &&
             (filter.getClinicalDataFilters() == null || filter.getClinicalDataFilters().isEmpty()) &&
             (filter.getGeneFilters() == null || filter.getGeneFilters().isEmpty()) &&
             (filter.getSampleTreatmentFilters() == null || filter.getSampleTreatmentFilters().getFilters().isEmpty()) &&