MERRITT, Circuit Judge.
In this case, the appellants (“the Guzow-skis”) appeal from the May 12, 1986, order of the District Court for the Eastern District of Michigan dismissing their lawsuit on res judicata grounds. Because the District Court did not correctly apply the principles of res judicata in light of an earlier decision by this Court in a case involving virtually all of the same parties as the case before us today, we reverse the judgment of the District Court.
I. The 1981 Suit
The Guzowskis first filed a lawsuit against appellees in federal court in 1981. The lawsuit (“the 1981 suit”) alleged a concerted denial of racing privileges and opportunities at the Detroit Race Course and Hazel Park Race Course in violation of §§ 1 and 2 of the Sherman Act, 15 U.S.C. §§ 1-2, and in violation of 42 U.S.C. § 1983. The Guzowskis also alleged several pendent state law claims. In May 1982, District Judge Churchill dismissed the antitrust claims and the § 1983 claims. Judge Churchill allowed the Guzowskis to amend their complaint to set forth an antitrust claim for refusal to deal involving the denial of stall space at the tracks. An amended complaint was filed, but it was essentially unchanged, except for the addition of one sentence and the addition of new headings identifying Count One as “Conspiracy in Restraint of Trade” and Count Two as “Monopoly.” In August 1982, Judge Churchill granted the defendants’ motion to dismiss under Fed.R.Civ.P. 12(b)(6) for failure to state a claim upon which relief could be granted.
The Guzowskis appealed the dismissal of the count alleging refusal to deal to this Court. They contended that the District Court erred in dismissing the suit since the facts pleaded in the complaint were sufficient to sustain a cause of action for refusal to deal.
On November 28, 1983, a panel of this Court affirmed the judgment of the District Court. In an unpublished per curiam opinion, the panel held that the only conspiracy alleged in the “restraint of trade” section of the amended complaint was a conspiracy to illegally obtain sole control and use of the only licenses available for thoroughbred horse racing. Because the complaint did not allege a separate antitrust violation of refusal to deal involving the denial of stall space, the judgment of the District Court was affirmed. Guzowski v. Hartman, No. 82-1819, slip op. at 5-8 (6th Cir. Nov. 28, 1983 [723 F.2d 909 (TABLE)]) (per curiam).
In its per curiam opinion, the panel discussed the harshness of the sanction of dismissal but concluded that it had no choice but to dismiss, because the Guzow-skis had been given a chance to amend and had still failed to state a claim. The opinion concluded with these words:
[254]*254The Guzowski family has retained different counsel for this appeal from the attorney who represented them in the trial court. We sympathize with counsel’s attempts to show that the original complaint adequately set forth a claim of refusal to deal, but that theory is . expounded for the first time in plaintiff’s brief to this Court. “[A]n attempt to amend one’s pleadings in an appellate brief comes too late.” Hanson v. Town of Flower Mound, 679 F.2d 497, 504 (5th Cir.1982). We note, however, that dismissal for failure to state a claim is without prejudice, and the Guzowskis are free to file a new complaint. We affirm the judgment granting the motion to dismiss in this case, since the complaint as amended failed to state sufficient facts to support a claim of antitrust liability.
No. 82-1819, slip op. at 8-9 (emphasis added).
II. The 1984 Suit
After losing their appeal to this Court, the Guzowskis filed a new lawsuit (“the 1984 suit”). The complaint in the 1984 suit again alleged that the defendants were determined to drive the Guzowskis out of the field of thoroughbred racing in Michigan. The Guzowskis sought damages under a variety of theories, including a Sherman Act refusal to deal claim, a claim under the Clayton Act, 15 U.S.C. §§ 14, 25, a § 1983 claim against defendant Sears in his capacity as Racing Secretary of Detroit Race Course and of Hazel Park Race Course, a claim under the Racketeer Influenced and Corrupt Organizations Act (RICO) alleging an antitrust conspiracy, and three pendent state claims.
The defendants filed a motion to dismiss or for partial summary judgment on the grounds of res judicata. The motion was referred to a magistrate. After hearing arguments, the magistrate issued his report and recommendation of dismissal to the District Court. The magistrate said that the complaint in the 1984 suit simply restated the original course of wrongful and injurious conduct that had been the subject of the 1981 suit. He stated that the dismissal of the 1981 suit for failure to state a claim was on the merits and therefore barred the 1984 suit.
The Guzowskis argued to the magistrate that the Sixth Circuit opinion in the 1981 suit, which stated that the dismissal was without prejudice, should control the pre-clusive effect of the judgment in the 1981 suit. The Sixth Circuit’s prior ruling carried little weight with this magistrate, however:
[O]ne final, rather unique, question remains. Although the Court of Appeals, on appeal from the first dismissal, affirmed Judge Churchill’s dismissal of the action in toto, the opinion added: “We note, however, that dismissal for failure to state a claim is without prejudice, and the Guzowskis are free to file a new complaint.” The undersigned, frankly, is at a loss to explain the import of this remark.
As noted above, a dismissal for failure to state a claim is a judgment on the merits, and does preclude a second action on the same claim, unless the court affirmatively states otherwise, [citations omitted] The proposition advanced was only a “note,” was not argued or briefed by the parties, and was not necessary to the actual decision. It is difficult to believe that the Court intended to rule upon the application, or overrule settled principles, of res judicata. Accordingly, it is recommended that the quoted remark by the Court of Appeals be deemed insufficient to justify maintenance of the present action, and the matter be left to the appellate court to explain or clarify if the case is again appealed to that level.
Magistrate’s Report at 14-15.
The District Court did not reverse the magistrate’s ruling. It dismissed the suit, interpreting the Sixth Circuit panel’s clear statement to be without effect:
Although the Court of Appeals affirmed Judge Churchill’s dismissal of the action, the opinion added: “We note, however, that a dismissal for failure to state a claim is without prejudice, and the Guzowskis are free to file a new complaint.” This Court interprets this [255]*255sentence to be dictum and chooses to adopt the holding ...
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MERRITT, Circuit Judge.
In this case, the appellants (“the Guzow-skis”) appeal from the May 12, 1986, order of the District Court for the Eastern District of Michigan dismissing their lawsuit on res judicata grounds. Because the District Court did not correctly apply the principles of res judicata in light of an earlier decision by this Court in a case involving virtually all of the same parties as the case before us today, we reverse the judgment of the District Court.
I. The 1981 Suit
The Guzowskis first filed a lawsuit against appellees in federal court in 1981. The lawsuit (“the 1981 suit”) alleged a concerted denial of racing privileges and opportunities at the Detroit Race Course and Hazel Park Race Course in violation of §§ 1 and 2 of the Sherman Act, 15 U.S.C. §§ 1-2, and in violation of 42 U.S.C. § 1983. The Guzowskis also alleged several pendent state law claims. In May 1982, District Judge Churchill dismissed the antitrust claims and the § 1983 claims. Judge Churchill allowed the Guzowskis to amend their complaint to set forth an antitrust claim for refusal to deal involving the denial of stall space at the tracks. An amended complaint was filed, but it was essentially unchanged, except for the addition of one sentence and the addition of new headings identifying Count One as “Conspiracy in Restraint of Trade” and Count Two as “Monopoly.” In August 1982, Judge Churchill granted the defendants’ motion to dismiss under Fed.R.Civ.P. 12(b)(6) for failure to state a claim upon which relief could be granted.
The Guzowskis appealed the dismissal of the count alleging refusal to deal to this Court. They contended that the District Court erred in dismissing the suit since the facts pleaded in the complaint were sufficient to sustain a cause of action for refusal to deal.
On November 28, 1983, a panel of this Court affirmed the judgment of the District Court. In an unpublished per curiam opinion, the panel held that the only conspiracy alleged in the “restraint of trade” section of the amended complaint was a conspiracy to illegally obtain sole control and use of the only licenses available for thoroughbred horse racing. Because the complaint did not allege a separate antitrust violation of refusal to deal involving the denial of stall space, the judgment of the District Court was affirmed. Guzowski v. Hartman, No. 82-1819, slip op. at 5-8 (6th Cir. Nov. 28, 1983 [723 F.2d 909 (TABLE)]) (per curiam).
In its per curiam opinion, the panel discussed the harshness of the sanction of dismissal but concluded that it had no choice but to dismiss, because the Guzow-skis had been given a chance to amend and had still failed to state a claim. The opinion concluded with these words:
[254]*254The Guzowski family has retained different counsel for this appeal from the attorney who represented them in the trial court. We sympathize with counsel’s attempts to show that the original complaint adequately set forth a claim of refusal to deal, but that theory is . expounded for the first time in plaintiff’s brief to this Court. “[A]n attempt to amend one’s pleadings in an appellate brief comes too late.” Hanson v. Town of Flower Mound, 679 F.2d 497, 504 (5th Cir.1982). We note, however, that dismissal for failure to state a claim is without prejudice, and the Guzowskis are free to file a new complaint. We affirm the judgment granting the motion to dismiss in this case, since the complaint as amended failed to state sufficient facts to support a claim of antitrust liability.
No. 82-1819, slip op. at 8-9 (emphasis added).
II. The 1984 Suit
After losing their appeal to this Court, the Guzowskis filed a new lawsuit (“the 1984 suit”). The complaint in the 1984 suit again alleged that the defendants were determined to drive the Guzowskis out of the field of thoroughbred racing in Michigan. The Guzowskis sought damages under a variety of theories, including a Sherman Act refusal to deal claim, a claim under the Clayton Act, 15 U.S.C. §§ 14, 25, a § 1983 claim against defendant Sears in his capacity as Racing Secretary of Detroit Race Course and of Hazel Park Race Course, a claim under the Racketeer Influenced and Corrupt Organizations Act (RICO) alleging an antitrust conspiracy, and three pendent state claims.
The defendants filed a motion to dismiss or for partial summary judgment on the grounds of res judicata. The motion was referred to a magistrate. After hearing arguments, the magistrate issued his report and recommendation of dismissal to the District Court. The magistrate said that the complaint in the 1984 suit simply restated the original course of wrongful and injurious conduct that had been the subject of the 1981 suit. He stated that the dismissal of the 1981 suit for failure to state a claim was on the merits and therefore barred the 1984 suit.
The Guzowskis argued to the magistrate that the Sixth Circuit opinion in the 1981 suit, which stated that the dismissal was without prejudice, should control the pre-clusive effect of the judgment in the 1981 suit. The Sixth Circuit’s prior ruling carried little weight with this magistrate, however:
[O]ne final, rather unique, question remains. Although the Court of Appeals, on appeal from the first dismissal, affirmed Judge Churchill’s dismissal of the action in toto, the opinion added: “We note, however, that dismissal for failure to state a claim is without prejudice, and the Guzowskis are free to file a new complaint.” The undersigned, frankly, is at a loss to explain the import of this remark.
As noted above, a dismissal for failure to state a claim is a judgment on the merits, and does preclude a second action on the same claim, unless the court affirmatively states otherwise, [citations omitted] The proposition advanced was only a “note,” was not argued or briefed by the parties, and was not necessary to the actual decision. It is difficult to believe that the Court intended to rule upon the application, or overrule settled principles, of res judicata. Accordingly, it is recommended that the quoted remark by the Court of Appeals be deemed insufficient to justify maintenance of the present action, and the matter be left to the appellate court to explain or clarify if the case is again appealed to that level.
Magistrate’s Report at 14-15.
The District Court did not reverse the magistrate’s ruling. It dismissed the suit, interpreting the Sixth Circuit panel’s clear statement to be without effect:
Although the Court of Appeals affirmed Judge Churchill’s dismissal of the action, the opinion added: “We note, however, that a dismissal for failure to state a claim is without prejudice, and the Guzowskis are free to file a new complaint.” This Court interprets this [255]*255sentence to be dictum and chooses to adopt the holding ... that a dismissal for failure to state a claim is a judgment on the merits, and does preclude a second action on the same claim.
Order Granting Motion to Dismiss at 5. This appeal followed.
III. Discussion
Appellees argue that the magistrate and Judge La Plata were correct in holding that the Sixth Circuit panel’s statement that the dismissal of the 1981 suit was without prejudice should be treated as dictum, and thus claim preclusion should bar the 1984 suit. Such an approach ignores the clearest and most elementary principles of res judicata which the magistrate and the District Court should have observed.
It is well established that the sustaining of a motion to dismiss for insufficiency of the complaint serves as an adjudication on the merits unless the court specifies otherwise. Shaw v. Merritt-Chapman & Scott Corp., 554 F.2d 786, 789 (6th Cir.), cert. denied, 434 U.S. 852, 98 S.Ct. 167, 54 L.Ed.2d 122 (1977); Durham v. Mason & Dixon Lines, Inc., 404 F.2d 864, 865 (6th Cir.1968), cert. denied, 394 U.S. 998, 89 S.Ct. 1594, 22 L.Ed.2d 776 (1969). See also Restatement (Second) of Judgments § 26(1)(b) (1982).1 While the District Court in the 1981 suit made no express reservation of the Guzowskis’ right to maintain a second action,2 the opinion of the Sixth Circuit clearly modified the judgment of the District Court. The Sixth Circuit panel explicitly stated that the dismissal was without prejudice. Neither the magistrate nor the District Court is empowered to substitute his own judgment for that of the Court of Appeals,3 a court higher than the magistrate or the District Court, and whose judgment they are obliged to follow.
Although it is therefore clear that the Guzowskis are not completely barred from bringing the complaint set out in the 1984 suit, it is not quite as obvious which specific theories of recovery they are entitled to litigate. When the Guzowskis appealed the dismissal of the 1981 suit, they only appealed the dismissal of what they then perceived to be their refusal to deal allegation. Thus the opinion of the Sixth Circuit modifying the judgment of the District Court only affects the theories of recovery that were appealed; the judgment of the District Court in the 1981 case is final with respect to the other theories in the 1981 complaint. Therefore, while claim preclusion does not bar the Guzowskis from bringing the 1984 suit, issue preclusion will bar the relitigation of whatever theories of recovery in the 1981 suit were not appealed.4
[256]*256Any theory of recovery that the Guzow-skis pleaded in the 1981 suit which the District Court determined failed to state a claim and which the Guzowskis failed to appeal is thus precluded. That does not mean, however, that any facts that were the predicate for one of the Guzowskis’ now-precluded theories of recovery have been “actually litigated” and decided against the Guzowskis. All that was “actually litigated” in the District Court in the 1981 suit was whether the Guzowskis’ complaint stated a claim upon which relief could be granted. Thus the Guzowskis are precluded from bringing an action based upon one of the theories of recovery from the 1981 suit that was not appealed, but they are not precluded, in the course of litigating their claims in the 1984 suit, from litigating the facts upon which the earlier suit was based. While the determination of which of the Guzowskis’ multiple theories of recovery are precluded is for the District Court on remand, at a minimum the Guzowskis’ refusal to deal theory of recovery and their RICO theory of recovery are not precluded, because those theories arise out of the claim which was previously appealed to this Court.5
Accordingly, the judgment of the District Court on the res judicata issue is reversed, and the case is remanded to the District Court for the application of the doctrine of issue preclusion, as explained above, to the claims in the 1984 complaint and for further proceedings.