diff --git a/orm/db.go b/orm/db.go
index b62c165b..314c3535 100644
--- a/orm/db.go
+++ b/orm/db.go
@@ -113,7 +113,7 @@ func (d *dbBase) collectFieldValue(mi *modelInfo, fi *fieldInfo, ind reflect.Val
 	if fi.pk {
 		_, value, _ = getExistPk(mi, ind)
 	} else {
-		field := ind.Field(fi.fieldIndex)
+		field := ind.FieldByIndex(fi.fieldIndex)
 		if fi.isFielder {
 			f := field.Addr().Interface().(Fielder)
 			value = f.RawValue()
@@ -517,9 +517,9 @@ func (d *dbBase) Delete(q dbQuerier, mi *modelInfo, ind reflect.Value, tz *time.
 		if num > 0 {
 			if mi.fields.pk.auto {
 				if mi.fields.pk.fieldType&IsPostiveIntegerField > 0 {
-					ind.Field(mi.fields.pk.fieldIndex).SetUint(0)
+					ind.FieldByIndex(mi.fields.pk.fieldIndex).SetUint(0)
 				} else {
-					ind.Field(mi.fields.pk.fieldIndex).SetInt(0)
+					ind.FieldByIndex(mi.fields.pk.fieldIndex).SetInt(0)
 				}
 			}
 			err := d.deleteRels(q, mi, []interface{}{pkValue}, tz)
@@ -859,13 +859,13 @@ func (d *dbBase) ReadBatch(q dbQuerier, qs *querySet, mi *modelInfo, cond *Condi
 							mmi = fi.relModelInfo
 							field := last
 							if last.Kind() != reflect.Invalid {
-								field = reflect.Indirect(last.Field(fi.fieldIndex))
+								field = reflect.Indirect(last.FieldByIndex(fi.fieldIndex))
 								if field.IsValid() {
 									d.setColsValues(mmi, &field, mmi.fields.dbcols, trefs[:len(mmi.fields.dbcols)], tz)
 									for _, fi := range mmi.fields.fieldsReverse {
 										if fi.inModel && fi.reverseFieldInfo.mi == lastm {
 											if fi.reverseFieldInfo != nil {
-												f := field.Field(fi.fieldIndex)
+												f := field.FieldByIndex(fi.fieldIndex)
 												if f.Kind() == reflect.Ptr {
 													f.Set(last.Addr())
 												}
@@ -1014,7 +1014,7 @@ func (d *dbBase) setColsValues(mi *modelInfo, ind *reflect.Value, cols []string,
 
 		fi := mi.fields.GetByColumn(column)
 
-		field := ind.Field(fi.fieldIndex)
+		field := ind.FieldByIndex(fi.fieldIndex)
 
 		value, err := d.convertValueFromDB(fi, val, tz)
 		if err != nil {
@@ -1350,7 +1350,7 @@ setValue:
 			fieldType = fi.relModelInfo.fields.pk.fieldType
 			mf := reflect.New(fi.relModelInfo.addrField.Elem().Type())
 			field.Set(mf)
-			f := mf.Elem().Field(fi.relModelInfo.fields.pk.fieldIndex)
+			f := mf.Elem().FieldByIndex(fi.relModelInfo.fields.pk.fieldIndex)
 			field = f
 			goto setValue
 		}
diff --git a/orm/db_utils.go b/orm/db_utils.go
index ae9b1625..c97caf36 100644
--- a/orm/db_utils.go
+++ b/orm/db_utils.go
@@ -32,7 +32,7 @@ func getDbAlias(name string) *alias {
 func getExistPk(mi *modelInfo, ind reflect.Value) (column string, value interface{}, exist bool) {
 	fi := mi.fields.pk
 
-	v := ind.Field(fi.fieldIndex)
+	v := ind.FieldByIndex(fi.fieldIndex)
 	if fi.fieldType&IsPostiveIntegerField > 0 {
 		vu := v.Uint()
 		exist = vu > 0
diff --git a/orm/models_info_f.go b/orm/models_info_f.go
index 14e1f2c6..996a2f40 100644
--- a/orm/models_info_f.go
+++ b/orm/models_info_f.go
@@ -102,7 +102,7 @@ func newFields() *fields {
 // single field info
 type fieldInfo struct {
 	mi                  *modelInfo
-	fieldIndex          int
+	fieldIndex          []int
 	fieldType           int
 	dbcol               bool
 	inModel             bool
@@ -138,7 +138,7 @@ type fieldInfo struct {
 }
 
 // new field info
-func newFieldInfo(mi *modelInfo, field reflect.Value, sf reflect.StructField) (fi *fieldInfo, err error) {
+func newFieldInfo(mi *modelInfo, field reflect.Value, sf reflect.StructField, mName string) (fi *fieldInfo, err error) {
 	var (
 		tag       string
 		tagValue  string
@@ -278,7 +278,7 @@ checkType:
 	fi.column = getColumnName(fieldType, addrField, sf, tags["column"])
 	fi.addrValue = addrField
 	fi.sf = sf
-	fi.fullName = mi.fullName + "." + sf.Name
+	fi.fullName = mi.fullName + mName + "." + sf.Name
 
 	fi.null = attrs["null"]
 	fi.index = attrs["index"]
diff --git a/orm/models_info_m.go b/orm/models_info_m.go
index 2654cdb5..bbb82444 100644
--- a/orm/models_info_m.go
+++ b/orm/models_info_m.go
@@ -36,11 +36,6 @@ type modelInfo struct {
 
 // new model info
 func newModelInfo(val reflect.Value) (info *modelInfo) {
-	var (
-		err error
-		fi  *fieldInfo
-		sf  reflect.StructField
-	)
 
 	info = &modelInfo{}
 	info.fields = newFields()
@@ -53,13 +48,31 @@ func newModelInfo(val reflect.Value) (info *modelInfo) {
 	info.name = typ.Name()
 	info.fullName = getFullName(typ)
 
+	addModelFields(info, ind, "", []int{})
+
+	return
+}
+
+func addModelFields(info *modelInfo, ind reflect.Value, mName string, index []int) {
+	var (
+		err error
+		fi  *fieldInfo
+		sf  reflect.StructField
+	)
+
 	for i := 0; i < ind.NumField(); i++ {
 		field := ind.Field(i)
 		sf = ind.Type().Field(i)
 		if sf.PkgPath != "" {
 			continue
 		}
-		fi, err = newFieldInfo(info, field, sf)
+		// add anonymous struct fields
+		if sf.Anonymous {
+			addModelFields(info, field, mName+"."+sf.Name, append(index, i))
+			continue
+		}
+
+		fi, err = newFieldInfo(info, field, sf, mName)
 
 		if err != nil {
 			if err == errSkipField {
@@ -84,7 +97,7 @@ func newModelInfo(val reflect.Value) (info *modelInfo) {
 			}
 		}
 
-		fi.fieldIndex = i
+		fi.fieldIndex = append(index, i)
 		fi.mi = info
 		fi.inModel = true
 	}
@@ -93,8 +106,6 @@ func newModelInfo(val reflect.Value) (info *modelInfo) {
 		fmt.Println(fmt.Errorf("field: %s.%s, %s", ind.Type(), sf.Name, err))
 		os.Exit(2)
 	}
-
-	return
 }
 
 // combine related model info to new model info.
diff --git a/orm/orm.go b/orm/orm.go
index d00d6d03..0ffb6b86 100644
--- a/orm/orm.go
+++ b/orm/orm.go
@@ -140,7 +140,7 @@ func (o *orm) ReadOrCreate(md interface{}, col1 string, cols ...string) (bool, i
 		return (err == nil), id, err
 	}
 
-	return false, ind.Field(mi.fields.pk.fieldIndex).Int(), err
+	return false, ind.FieldByIndex(mi.fields.pk.fieldIndex).Int(), err
 }
 
 // insert model data to database
@@ -160,9 +160,9 @@ func (o *orm) Insert(md interface{}) (int64, error) {
 func (o *orm) setPk(mi *modelInfo, ind reflect.Value, id int64) {
 	if mi.fields.pk.auto {
 		if mi.fields.pk.fieldType&IsPostiveIntegerField > 0 {
-			ind.Field(mi.fields.pk.fieldIndex).SetUint(uint64(id))
+			ind.FieldByIndex(mi.fields.pk.fieldIndex).SetUint(uint64(id))
 		} else {
-			ind.Field(mi.fields.pk.fieldIndex).SetInt(id)
+			ind.FieldByIndex(mi.fields.pk.fieldIndex).SetInt(id)
 		}
 	}
 }
@@ -290,7 +290,7 @@ func (o *orm) LoadRelated(md interface{}, name string, args ...interface{}) (int
 		qs.orders = []string{order}
 	}
 
-	find := ind.Field(fi.fieldIndex)
+	find := ind.FieldByIndex(fi.fieldIndex)
 
 	var nums int64
 	var err error
diff --git a/orm/orm_object.go b/orm/orm_object.go
index df5a6600..8a5d85e2 100644
--- a/orm/orm_object.go
+++ b/orm/orm_object.go
@@ -51,9 +51,9 @@ func (o *insertSet) Insert(md interface{}) (int64, error) {
 	if id > 0 {
 		if o.mi.fields.pk.auto {
 			if o.mi.fields.pk.fieldType&IsPostiveIntegerField > 0 {
-				ind.Field(o.mi.fields.pk.fieldIndex).SetUint(uint64(id))
+				ind.FieldByIndex(o.mi.fields.pk.fieldIndex).SetUint(uint64(id))
 			} else {
-				ind.Field(o.mi.fields.pk.fieldIndex).SetInt(id)
+				ind.FieldByIndex(o.mi.fields.pk.fieldIndex).SetInt(id)
 			}
 		}
 	}
diff --git a/orm/orm_raw.go b/orm/orm_raw.go
index cbb18064..5f88121c 100644
--- a/orm/orm_raw.go
+++ b/orm/orm_raw.go
@@ -342,7 +342,7 @@ func (o *rawSet) QueryRow(containers ...interface{}) error {
 				for _, col := range columns {
 					if fi := sMi.fields.GetByColumn(col); fi != nil {
 						value := reflect.ValueOf(columnsMp[col]).Elem().Interface()
-						o.setFieldValue(ind.FieldByIndex([]int{fi.fieldIndex}), value)
+						o.setFieldValue(ind.FieldByIndex(fi.fieldIndex), value)
 					}
 				}
 			} else {
@@ -480,7 +480,7 @@ func (o *rawSet) QueryRows(containers ...interface{}) (int64, error) {
 				for _, col := range columns {
 					if fi := sMi.fields.GetByColumn(col); fi != nil {
 						value := reflect.ValueOf(columnsMp[col]).Elem().Interface()
-						o.setFieldValue(ind.FieldByIndex([]int{fi.fieldIndex}), value)
+						o.setFieldValue(ind.FieldByIndex(fi.fieldIndex), value)
 					}
 				}
 			} else {