diff --git a/collection/zset/skiplist.go b/collection/zset/skiplist.go
index 07161fbf..e5e44283 100644
--- a/collection/zset/skiplist.go
+++ b/collection/zset/skiplist.go
@@ -4,7 +4,7 @@
 // you may not use this file except in compliance with the License.
 // You may obtain a copy of the License at
 //
-//     http://www.apache.org/licenses/LICENSE-2.0
+//	http://www.apache.org/licenses/LICENSE-2.0
 //
 // Unless required by applicable law or agreed to in writing, software
 // distributed under the License is distributed on an "AS IS" BASIS,
diff --git a/collection/zset/zset.go b/collection/zset/zset.go
index 46f46336..72801bab 100644
--- a/collection/zset/zset.go
+++ b/collection/zset/zset.go
@@ -382,8 +382,8 @@ func (z *Float64Set) RevRangeByScoreWithOpt(max, min float64, opt RangeOpt) []Fl
 //
 // RemoveRangeByRank is the replacement of ZREMRANGEBYRANK command of redis.
 func (z *Float64Set) RemoveRangeByRank(start, stop int) []Float64Node {
-	z.mu.RLock()
-	defer z.mu.RUnlock()
+	z.mu.Lock()
+	defer z.mu.Unlock()
 
 	// Convert negative rank to positive.
 	if start < 0 {
diff --git a/collection/zset/zset_test.go b/collection/zset/zset_test.go
index 87056fcd..c404590b 100644
--- a/collection/zset/zset_test.go
+++ b/collection/zset/zset_test.go
@@ -18,6 +18,8 @@ import (
 	"fmt"
 	"math/rand"
 	"sort"
+	"strconv"
+	"sync"
 	"testing"
 	"time"
 
@@ -493,6 +495,26 @@ func TestFloat64SetRemoveRangeByRank(t *testing.T) {
 	assert.Equal(t, N, z.Len()+len(actualNs))
 }
 
+func TestFloat64SetRemoveRangeByRankConcurrently(t *testing.T) {
+	const N = 10000
+	z := NewFloat64()
+	for i := 0; i < N; i++ {
+		z.Add(float64(i), strconv.Itoa(i))
+	}
+	const G = 10
+	wg := sync.WaitGroup{}
+	for i := 0; i < G; i++ {
+		wg.Add(1)
+		go func() {
+			defer wg.Done()
+			start := fastrand.Intn(N / 2)
+			stop := N/2 + start
+			z.RemoveRangeByRank(start, stop)
+		}()
+	}
+	wg.Wait()
+}
+
 func TestFloat64SetRemoveRangeByScore(t *testing.T) {
 	const N = 1000
 	z := NewFloat64()