OPINION
HEWITT, Judge.
Petitioners seek review in the United States Court of Federal Claims of a special master’s decision that denied them compensation under the National Childhood Vaccine Injury Compensation Program. Laurie and John Trojanowiez, who are proceeding in this court pro se, are seeking compensation for injury sustained by their daughter, Melissa Trojanowiez, after she received a diphtheria-pertussis-tetanus (“DPT”) vaccination from her physician on March 2, 1994. On July 1, 1998, the special master issued a decision denying the petition and concluding that there was not a preponderance of evidence supporting petitioners’ assertion that the DPT actually caused their daughter’s chronic inflammatory demyelinating polyradiculoneu-ropathy (“CIDP”). Pursuant to 42 U.S.C. §§ 300aa-12(e), petitioners filed a motion in this court seeking review of the special master’s decision. For the reasons set forth below, petitioners’ motion for review is denied and the special master’s decision is affirmed.
I. BACKGROUND
Melissa Trojanowiez was a seemingly healthy child prior’ to the administration of the DPT vaccine given just prior to her fifth birthday.2 On the same day the vaccination was administered, Melissa’s pediatrician noted that Melissa had “no problems.” Troja-nowicz v. Secretary of Dep’t of HHS, No. 95-215V, 1998 WL 774338, at *1 (Fed.Cl. July 1, 1998) (reissued for publication October 16, 1998). At some point following the administration of the vaccination, Melissa’s motor skills deteriorated. Upon examining Melissa [471]*471and noting that her condition may be “Gillian Barre,” [sic] her pediatrician, Dr. Neal Davis, referred her to the Alfred I. duPont Institute. Id. at *2 (quoting Petitioner’s Exhibit 6, at 2). At the duPont Institute, chief neurologist, Dr. Harold Marks, stated that Melissa was most likely suffering from Guillain-Barre Syndrome (“GBS”). Dr. Marks later determined that the correct diagnosis is CIDP. Id. (citing Petitioner’s Exhibit 20, at 2).
CIDP is not found on the Vaccine Injury Table. 42 U.S.C. § 300aa-14(a). The Vaccine Injury Table lists vaccines covered by the Vaccine Act. When a particular injury is listed under a vaccine on the Table, the petitioner is afforded a presumption that the vaccine caused the injury. When a particular injury is not found on the Vaccine Injury Table, petitioners must prove by a preponderance of the evidence that a particular injury was caused in fact by a vaccine listed on the Table. 42 U.S.C. § 300aa-11(c)(1)(c)(ii)(i). The court of appeals has stated that “an action is the ‘legal cause’ of harm if that action is a ‘substantial factor’ in bringing about the harm, and that the harm would not have occurred but for the action.” Shyface v. Secretary of HHS, 165 F.3d 1344, 1352 (Fed.Cir.1999).3 “In order to show that a vaccine was a substantial factor in bringing about the injury, the petitioner must show ‘a medical theory causally connecting the vaccination and the injury.’” Shyface, 165 F.3d at 1352-53 (quoting Grant v. Secretary of Dep’t of HHS, 956 F.2d 1144, 1148 (Fed.Cir. 1992)). Therefore, petitioners attempted to prove that Melissa’s CIDP was caused in fact by the DPT vaccine administered to her on March 2, 1994. To prove them case, petitioners employed Dr. Charles Bean.
Dr. Bean focused on a component of the DPT vaccination, tetanus toxoid. While he acknowledged that there are no reported cases associating CIDP with tetanus toxoid, he pointed to the fact that there have been known associations between tetanus toxoid and acute inflammatory demyelinating poly-radiculoneuropathy (“AIDP”).4 Therefore, Dr. Bean attempted to analogize CIDP with AIDP to show that, like AIDP, DPT has a known association to CIDP. He posited that they “have clinically similar symptoms, that [472]*472their pathogenesis is similar, they are both inflammatory neuropathies and thus concluded that they can be analogized for purposes of causation.” Trojanoivicz, 1998 WL 774338, at *2. To strengthen his argument, Dr. Bean also cited to the proximity in time between the onset of Melissa’s injury and the administration of the vaccination as well as the lack of any other known cause in attempting to support his causation theory.5
Respondent’s expert, Dr. Barry G.W. Ar-eason, disagreed with the assertions of Dr. Bean. Dr. Areason stated that epidemiological studies of millions of people failed to find a connection between AIDP and tetanus tox-oid or other vaccinations. Id. at *2 (citing Respondent’s Exhibit A, at 4.) In addition, the medical literature fails to support the assertions of petitioners and Dr. Bean. In fact, the special master determined that medical literature actually refutes Dr. Bean’s assertions regarding similar causative agents between AIDP and CIDP. After thorough consideration, the special master concluded:
Despite Dr. Bean’s good faith efforts to support this case, it is logically and legally impermissible to extrapolate from similarities in pathogenesis to a conclusion of shared causative agents in light of the lack of support from the available medical literature, or some type of objective support from the relevant medical community, and in the face of medical literature indicating strong differences in antecedent events.
Trojanowicz, 1998 WL 774338, at *5. Following the direction provided by the Supreme Court,6 the special master determined Dr. Bean’s testimony to be nothing more than “unsupported speculation.” Id. at *6. Because petitioners failed to prove by a preponderance of the evidence that Melissa’s CIDP was caused by the DPT vaccine, the special master dismissed the ease.
II. DISCUSSION
A. Petitioners’ Motion for Review
The Vaccine Rules, found in Appendix J of the Rules of the United States Claims Court,7 provide the procedures to be followed in obtaining review of a decision by a special master. Vaccine Rule 24 requires a memorandum of numbered objections to accompany a motion for review.8 Although petitioners’ motion for review failed to meet the requirements of Rule 24, this court has stated that “the right of persons to represent themselves is well recognized as is also the practical impossibility that such persons can be expected to prepare pleadings according to the formal requirements that can be demanded of attorneys....” Clinton v. United States, 191 Ct.Cl. 604, 605, 423 F.2d 1367 [473]*473(1970). The Supreme Court has taken the view that allegations made in a pro se complaint are to be held to “less stringent standards than formal pleadings drafted by lawyers.” Haines v. Kerner, 404 U.S. 519, 520-21, 92 S.Ct. 594, 595-96, 30 L.Ed.2d 652 (1972).
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OPINION
HEWITT, Judge.
Petitioners seek review in the United States Court of Federal Claims of a special master’s decision that denied them compensation under the National Childhood Vaccine Injury Compensation Program. Laurie and John Trojanowiez, who are proceeding in this court pro se, are seeking compensation for injury sustained by their daughter, Melissa Trojanowiez, after she received a diphtheria-pertussis-tetanus (“DPT”) vaccination from her physician on March 2, 1994. On July 1, 1998, the special master issued a decision denying the petition and concluding that there was not a preponderance of evidence supporting petitioners’ assertion that the DPT actually caused their daughter’s chronic inflammatory demyelinating polyradiculoneu-ropathy (“CIDP”). Pursuant to 42 U.S.C. §§ 300aa-12(e), petitioners filed a motion in this court seeking review of the special master’s decision. For the reasons set forth below, petitioners’ motion for review is denied and the special master’s decision is affirmed.
I. BACKGROUND
Melissa Trojanowiez was a seemingly healthy child prior’ to the administration of the DPT vaccine given just prior to her fifth birthday.2 On the same day the vaccination was administered, Melissa’s pediatrician noted that Melissa had “no problems.” Troja-nowicz v. Secretary of Dep’t of HHS, No. 95-215V, 1998 WL 774338, at *1 (Fed.Cl. July 1, 1998) (reissued for publication October 16, 1998). At some point following the administration of the vaccination, Melissa’s motor skills deteriorated. Upon examining Melissa [471]*471and noting that her condition may be “Gillian Barre,” [sic] her pediatrician, Dr. Neal Davis, referred her to the Alfred I. duPont Institute. Id. at *2 (quoting Petitioner’s Exhibit 6, at 2). At the duPont Institute, chief neurologist, Dr. Harold Marks, stated that Melissa was most likely suffering from Guillain-Barre Syndrome (“GBS”). Dr. Marks later determined that the correct diagnosis is CIDP. Id. (citing Petitioner’s Exhibit 20, at 2).
CIDP is not found on the Vaccine Injury Table. 42 U.S.C. § 300aa-14(a). The Vaccine Injury Table lists vaccines covered by the Vaccine Act. When a particular injury is listed under a vaccine on the Table, the petitioner is afforded a presumption that the vaccine caused the injury. When a particular injury is not found on the Vaccine Injury Table, petitioners must prove by a preponderance of the evidence that a particular injury was caused in fact by a vaccine listed on the Table. 42 U.S.C. § 300aa-11(c)(1)(c)(ii)(i). The court of appeals has stated that “an action is the ‘legal cause’ of harm if that action is a ‘substantial factor’ in bringing about the harm, and that the harm would not have occurred but for the action.” Shyface v. Secretary of HHS, 165 F.3d 1344, 1352 (Fed.Cir.1999).3 “In order to show that a vaccine was a substantial factor in bringing about the injury, the petitioner must show ‘a medical theory causally connecting the vaccination and the injury.’” Shyface, 165 F.3d at 1352-53 (quoting Grant v. Secretary of Dep’t of HHS, 956 F.2d 1144, 1148 (Fed.Cir. 1992)). Therefore, petitioners attempted to prove that Melissa’s CIDP was caused in fact by the DPT vaccine administered to her on March 2, 1994. To prove them case, petitioners employed Dr. Charles Bean.
Dr. Bean focused on a component of the DPT vaccination, tetanus toxoid. While he acknowledged that there are no reported cases associating CIDP with tetanus toxoid, he pointed to the fact that there have been known associations between tetanus toxoid and acute inflammatory demyelinating poly-radiculoneuropathy (“AIDP”).4 Therefore, Dr. Bean attempted to analogize CIDP with AIDP to show that, like AIDP, DPT has a known association to CIDP. He posited that they “have clinically similar symptoms, that [472]*472their pathogenesis is similar, they are both inflammatory neuropathies and thus concluded that they can be analogized for purposes of causation.” Trojanoivicz, 1998 WL 774338, at *2. To strengthen his argument, Dr. Bean also cited to the proximity in time between the onset of Melissa’s injury and the administration of the vaccination as well as the lack of any other known cause in attempting to support his causation theory.5
Respondent’s expert, Dr. Barry G.W. Ar-eason, disagreed with the assertions of Dr. Bean. Dr. Areason stated that epidemiological studies of millions of people failed to find a connection between AIDP and tetanus tox-oid or other vaccinations. Id. at *2 (citing Respondent’s Exhibit A, at 4.) In addition, the medical literature fails to support the assertions of petitioners and Dr. Bean. In fact, the special master determined that medical literature actually refutes Dr. Bean’s assertions regarding similar causative agents between AIDP and CIDP. After thorough consideration, the special master concluded:
Despite Dr. Bean’s good faith efforts to support this case, it is logically and legally impermissible to extrapolate from similarities in pathogenesis to a conclusion of shared causative agents in light of the lack of support from the available medical literature, or some type of objective support from the relevant medical community, and in the face of medical literature indicating strong differences in antecedent events.
Trojanowicz, 1998 WL 774338, at *5. Following the direction provided by the Supreme Court,6 the special master determined Dr. Bean’s testimony to be nothing more than “unsupported speculation.” Id. at *6. Because petitioners failed to prove by a preponderance of the evidence that Melissa’s CIDP was caused by the DPT vaccine, the special master dismissed the ease.
II. DISCUSSION
A. Petitioners’ Motion for Review
The Vaccine Rules, found in Appendix J of the Rules of the United States Claims Court,7 provide the procedures to be followed in obtaining review of a decision by a special master. Vaccine Rule 24 requires a memorandum of numbered objections to accompany a motion for review.8 Although petitioners’ motion for review failed to meet the requirements of Rule 24, this court has stated that “the right of persons to represent themselves is well recognized as is also the practical impossibility that such persons can be expected to prepare pleadings according to the formal requirements that can be demanded of attorneys....” Clinton v. United States, 191 Ct.Cl. 604, 605, 423 F.2d 1367 [473]*473(1970). The Supreme Court has taken the view that allegations made in a pro se complaint are to be held to “less stringent standards than formal pleadings drafted by lawyers.” Haines v. Kerner, 404 U.S. 519, 520-21, 92 S.Ct. 594, 595-96, 30 L.Ed.2d 652 (1972).
Although the form of petitioners’ motion for review may be lacking, petitioners are not relieved of the burden of ensuring that the substance of their motion adequately states the merits of a claim upon which this court may grant relief. Davis v. United States, 36 Fed.Cl. 556, 558 (1996). As stated in Henkel v. Secretary of Dep’t of HHS, 42 Fed.Cl. 528 (1998), “nothing in the Vaccine Act displaces the proposition that a party must make its ease on review. The judge is not responsible for scouring the record for factual mistakes or ferreting out facts that support a position that either side or the special master has overlooked.” Id. at 530. Moreover, the United States Court of Claims has previously stated in a ease involving record review that “the plaintiff has the burden of establishing the fact that the record does not support the Board’s finding. This it has failed to do. It is not the court’s function to supply this deficiency by an independent excursion along the administrative trail.” Id. (quoting Sundstrand Turbo v. United States, 182 Ct. Cl. 31, 389 F.2d 406, 422-23 (1968)).
In light of the above decisions, the court accepts the petitioners’ motion for review as filed and examines the merits of their appeal. Petitioners have provided little upon which this court can base its review of the special master’s decision. Petitioners simply failed to state any specific objection to the determination of the special master aside from the general statement that petitioners believe the special master’s decision to be “wrong.” Motion to Review, at 1.
B. Standard of Review
As established by 42 U.S.C. §§ 300aa-13(a)(1)(A), the burden is on petitioners to demonstrate by a preponderance of the evidence that Melissa’s CIDP was caused by the DPT vaccination. Under the Vaccine Act, the special master determines whether or not a particular petitioner is due compensation based on the merits of his or her case. 42 U.S.C. § 300aa-12(d)(3). The special master’s decision is based on the “record as a whole” including “relevant medical and scientific evidence.” 42 U.S.C. §§ 300a-13(a) and (b).
Review by the Court of Federal Claims of a special master’s decision is quite limited. Carraggio v. Secretary of Dep’t of HHS, 38 Fed.Cl. 211, 217 (1997). A special master’s findings of fact and conclusions of law will be set aside only if the court finds them “to be arbitrary, capricious, an abuse of discretion, or otherwise not in accordance with the law.” 42 U.S.C. § 300aa-12(e)(2)(B). It is not up to the court to substitute its own judgment for that of the special master in the absence of “clear error” on the part of the special master. Misasi v. Secretary of Dep’t of HHS, 23 Cl.Ct. 322, 325 (1991) (citing Hyundai Electronics Indus. Co. v. ITC, 899 F.2d 1204, 1209 (Fed.Cir. 1990)). “If the special master has considered the relevant evidence in the record, drawn plausible inferences and articulated a rational basis for the decision, reversible error will be extremely difficult to demonstrate.” Burns v. Secretary of Dep’t of HHS, 3 F.3d 415, 416 (Fed.Cir.1993).
In resolving the dispute presented before him, the special master evaluated the facts, the testimony given by the medical experts, Dr. Bean and Dr. Arnason, and relevant medical literature. The special master had an opportunity to question the medical experts in regard to findings in the medical literature. Based upon his examination, the special master found the scientific evidence to be more heavily weighted in support of the respondent’s position. In their motion for review, petitioners have not attempted to show that the special master’s decision was arbitrary, capricious, an abuse of discretion or otherwise not in accordance with the law. Under the standard of review applicable to this case, the court must uphold the findings of the special master and sustain his decision under Vaccine Rule 27(a). 42 U.S.C. § 300aa-12(e)(2)(A).
[474]*474III. CONCLUSION
The court has thoroughly reviewed the record and finds no basis for overturning the decision of the special master. The special master’s determination that there is no medical basis for drawing a causal connection between DPT and CIDP is well founded and does not constitute an abuse of the special master’s discretion under the Vaccine Act. Petitioners have not shown that the special master’s findings of fact and conclusions of law are arbitrary, capricious, an abuse of discretion or otherwise not in accordance with the law. For the reasons set forth above, the special master’s July 1,1998, decision is AFFIRMED. The Clerk of the Court shall enter judgment accordingly.
IT IS SO ORDERED.