Vacated and remanded by published opinion. Judge WILKINS wrote the majority opinion, in which Chief Judge ERVIN joined. Judge MURNAGHAN wrote a dissenting opinion.
OPINION
WILKINS, Circuit Judge:
Dulal Chatterji appeals the sentence imposed by the district court after he pled guilty to conspiring to defraud the United States, see 18 U.S.C.A. § 371 (West 1966), and to obstructing proceedings before a federal agency, see 18 U.S.C.A. § 1505 (West 1984). Chatterji challenges the determination of economic loss by the district court pursuant to United States Sentencing Commission, Guidelines Manual, § 2F1.1(b)(1) (Oct.1987)1 and the amount of the fine imposed, see U.S.S.G. § 5E4.2.2 Because we conclude that the district court improperly applied an economic loss enhancement under § 2Fl.1(b)(2) and failed to explain the basis for the fine imposed, we vacate Chatterji’s sentence and remand.
I.
Chatterji was a eofounder and 10% owner of Quad Pharmaceutical Company, Inc. (Quad), a company that manufactured generic drugs. As head of research and development, Chatterji supervised the creation and testing of various generic drugs for which Quad hoped to obtain marketing approval from the Food and Drug Administration (FDA). The two generic drugs that were the subject of his guilty plea were identified as, for purposes of this appeal, vancomycin and ritodrine hydrochloride.
A. Vancomycin
In 1987, Quad submitted an abbreviated new drug application (ANDA) to the FDA in an attempt to obtain that agency’s approval to market vancomycin, an injectable antibiotic. See 21 C.F.R. §§ 314.2, 314.55 (1987). In order to gain approval, FDA guidelines required, inter alia, the submission of stability data from three different research batches of the drug. See Center for Drugs & Biologies, Food & Drug Admin., U.S. Dep’t of Health & Human Servs., Guideline for Submitting Documentation for the Stability of Human Drugs and Biologies 25-26 (Feb.1987). A batch is defined as:
“a specific quantity of a drag or other material that is intended to have uniform character and quality, within specified limits, and is produced according to a single manufacturing order during the same cycle of manufacture.”
Id. at 3 (quoting 21 C.F.R. § 210.3(b)(2)).
The batch process for vancomycin is relatively simple. Powdered vancomycin, purchased from an FDA-approved supplier, is tested and weighed. Water is then added to make 10 liters of a vancomycin solution, which is placed into vials and freeze-dried in a process known as lyophilization. The resulting sterile powder is tested for stability, and the data is submitted to the FDA as a “batch record.”
Chatterji’s participation in the conspiracy as related to vancomycin consisted of the following. Chatterji first prepared 10 liters of vancomycin solution, which he then divided into two “fill sizes” of 10 ml and 5 ml labeled as 488A and 488B. Because the separate fill sizes were portions of the same batch, they were “lots” as defined by the FDA. See id. [1339]*1339at 5.3 He then lyophilized the contents of each vial and tested the resulting powder. Further, because he had exhausted Quad’s supply of powdered vancomycin in producing lots 488A and 488B, Chatterji did not have unprocessed vancomycin immediately available to create another batch. Rather than suffer the delay and expense of obtaining additional unprocessed vancomycin, Chatterji reconstituted the remaining lyophilized van-comycin from lots 488A and 488B, divided it again into two separate fill sizes labeled 495A and 495B, and lyophilized and tested them.4 Rather than skewing the test results in Quad’s favor, Chatterji’s use of reprocessed vancomycin had the potential to make the substance used for the test less stable and hence less likely to meet FDA standards.
Chatterji then forwarded these test results to Dilip Shah, Quad’s head of regulatory affairs, who submitted Quad’s ANDA for vancomycin claiming that 488A and 488B were separate batches and failing to reveal to the FDA that 495A had been made with reprocessed vancomycin. Therefore, when submitted, Quad’s ANDA for vancomycin included records for three purported batches, when in fact only one acceptable batch had been produced. Although it was not required to do so, Quad later prepared and tested another batch of vancomycin and forwarded the results to the FDA.
The FDA subsequently approved Quad’s marketing of vancomycin based on the records for lots 488A, 488B, and 495A, as well as the later-submitted record. Thus, the FDA’s approval was based on two valid batch records. Repeated tests of vancomycin produced by Quad after FDA approval revealed that in every instance the drug met all FDA requirements for safety and effectiveness. Indeed, the Government does not dispute that Quad’s vancomycin had full therapeutic value and posed no danger to consumers. Quad’s gross sales of vancomycin totalled approximately $8 million.
B. Ritodrine Hydrochloride
The FDA also approved Quad’s application to market ritodrine hydrochloride (ritodrine), an injectable muscle relaxant. The ANDA for ritodrine submitted by Quad specified the addition of 1 mg/ml of sodium metabisulfate (bisulfate), an inert antioxidant. In its approval of the ANDA, the FDA allowed an overage of up to 1.05 mg/ml of bisulfate. Because the amount of bisulfate diminishes over time, the FDA also specified that ritod-rine produced by Quad should contain no less than .7 mg/ml of bisulfate at the end of its shelf life.
Once the FDA has approved the manufacture and marketing of a generic drug according to a certain formula, a manufacturer is required to seek FDA approval before making any modification to that formula regardless of how insignificant the modification may be. See 21 C.F.R. § 314.70 (1987). Soon after obtaining FDA approval for ritodrine, Chatterji directed that 1.075 mg/ml of bisul-fate be used to ensure that the amount of bisulfate remaining at the end of the shelf life would comport with FDA requirements. Quad did not seek prior FDA approval for this formula change and falsely stated in a 1988 annual report to the FDA that no change in the formula for ritodrine had been made. It is not disputed that the minor formula change did not render Quad’s ritod-rine less effective or pose any danger to consumers who used the drug. Quad earned approximately $5.4 million in gross sales of ritodrine after the formula change.
C.
The charges to which Chatterji pled guilty arose from an FDA audit of Quad’s research and development department, which apparently revealed the discrepancies in the batch [1340]*1340records for vancomycin and the change in the ritodrine formula. Whether the FDA would have allowed Quad to continue marketing vancomycin and ritodrine cannot be determined because Quad voluntarily withdrew the drugs from the market after the audit.
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Vacated and remanded by published opinion. Judge WILKINS wrote the majority opinion, in which Chief Judge ERVIN joined. Judge MURNAGHAN wrote a dissenting opinion.
OPINION
WILKINS, Circuit Judge:
Dulal Chatterji appeals the sentence imposed by the district court after he pled guilty to conspiring to defraud the United States, see 18 U.S.C.A. § 371 (West 1966), and to obstructing proceedings before a federal agency, see 18 U.S.C.A. § 1505 (West 1984). Chatterji challenges the determination of economic loss by the district court pursuant to United States Sentencing Commission, Guidelines Manual, § 2F1.1(b)(1) (Oct.1987)1 and the amount of the fine imposed, see U.S.S.G. § 5E4.2.2 Because we conclude that the district court improperly applied an economic loss enhancement under § 2Fl.1(b)(2) and failed to explain the basis for the fine imposed, we vacate Chatterji’s sentence and remand.
I.
Chatterji was a eofounder and 10% owner of Quad Pharmaceutical Company, Inc. (Quad), a company that manufactured generic drugs. As head of research and development, Chatterji supervised the creation and testing of various generic drugs for which Quad hoped to obtain marketing approval from the Food and Drug Administration (FDA). The two generic drugs that were the subject of his guilty plea were identified as, for purposes of this appeal, vancomycin and ritodrine hydrochloride.
A. Vancomycin
In 1987, Quad submitted an abbreviated new drug application (ANDA) to the FDA in an attempt to obtain that agency’s approval to market vancomycin, an injectable antibiotic. See 21 C.F.R. §§ 314.2, 314.55 (1987). In order to gain approval, FDA guidelines required, inter alia, the submission of stability data from three different research batches of the drug. See Center for Drugs & Biologies, Food & Drug Admin., U.S. Dep’t of Health & Human Servs., Guideline for Submitting Documentation for the Stability of Human Drugs and Biologies 25-26 (Feb.1987). A batch is defined as:
“a specific quantity of a drag or other material that is intended to have uniform character and quality, within specified limits, and is produced according to a single manufacturing order during the same cycle of manufacture.”
Id. at 3 (quoting 21 C.F.R. § 210.3(b)(2)).
The batch process for vancomycin is relatively simple. Powdered vancomycin, purchased from an FDA-approved supplier, is tested and weighed. Water is then added to make 10 liters of a vancomycin solution, which is placed into vials and freeze-dried in a process known as lyophilization. The resulting sterile powder is tested for stability, and the data is submitted to the FDA as a “batch record.”
Chatterji’s participation in the conspiracy as related to vancomycin consisted of the following. Chatterji first prepared 10 liters of vancomycin solution, which he then divided into two “fill sizes” of 10 ml and 5 ml labeled as 488A and 488B. Because the separate fill sizes were portions of the same batch, they were “lots” as defined by the FDA. See id. [1339]*1339at 5.3 He then lyophilized the contents of each vial and tested the resulting powder. Further, because he had exhausted Quad’s supply of powdered vancomycin in producing lots 488A and 488B, Chatterji did not have unprocessed vancomycin immediately available to create another batch. Rather than suffer the delay and expense of obtaining additional unprocessed vancomycin, Chatterji reconstituted the remaining lyophilized van-comycin from lots 488A and 488B, divided it again into two separate fill sizes labeled 495A and 495B, and lyophilized and tested them.4 Rather than skewing the test results in Quad’s favor, Chatterji’s use of reprocessed vancomycin had the potential to make the substance used for the test less stable and hence less likely to meet FDA standards.
Chatterji then forwarded these test results to Dilip Shah, Quad’s head of regulatory affairs, who submitted Quad’s ANDA for vancomycin claiming that 488A and 488B were separate batches and failing to reveal to the FDA that 495A had been made with reprocessed vancomycin. Therefore, when submitted, Quad’s ANDA for vancomycin included records for three purported batches, when in fact only one acceptable batch had been produced. Although it was not required to do so, Quad later prepared and tested another batch of vancomycin and forwarded the results to the FDA.
The FDA subsequently approved Quad’s marketing of vancomycin based on the records for lots 488A, 488B, and 495A, as well as the later-submitted record. Thus, the FDA’s approval was based on two valid batch records. Repeated tests of vancomycin produced by Quad after FDA approval revealed that in every instance the drug met all FDA requirements for safety and effectiveness. Indeed, the Government does not dispute that Quad’s vancomycin had full therapeutic value and posed no danger to consumers. Quad’s gross sales of vancomycin totalled approximately $8 million.
B. Ritodrine Hydrochloride
The FDA also approved Quad’s application to market ritodrine hydrochloride (ritodrine), an injectable muscle relaxant. The ANDA for ritodrine submitted by Quad specified the addition of 1 mg/ml of sodium metabisulfate (bisulfate), an inert antioxidant. In its approval of the ANDA, the FDA allowed an overage of up to 1.05 mg/ml of bisulfate. Because the amount of bisulfate diminishes over time, the FDA also specified that ritod-rine produced by Quad should contain no less than .7 mg/ml of bisulfate at the end of its shelf life.
Once the FDA has approved the manufacture and marketing of a generic drug according to a certain formula, a manufacturer is required to seek FDA approval before making any modification to that formula regardless of how insignificant the modification may be. See 21 C.F.R. § 314.70 (1987). Soon after obtaining FDA approval for ritodrine, Chatterji directed that 1.075 mg/ml of bisul-fate be used to ensure that the amount of bisulfate remaining at the end of the shelf life would comport with FDA requirements. Quad did not seek prior FDA approval for this formula change and falsely stated in a 1988 annual report to the FDA that no change in the formula for ritodrine had been made. It is not disputed that the minor formula change did not render Quad’s ritod-rine less effective or pose any danger to consumers who used the drug. Quad earned approximately $5.4 million in gross sales of ritodrine after the formula change.
C.
The charges to which Chatterji pled guilty arose from an FDA audit of Quad’s research and development department, which apparently revealed the discrepancies in the batch [1340]*1340records for vancomycin and the change in the ritodrine formula. Whether the FDA would have allowed Quad to continue marketing vancomycin and ritodrine cannot be determined because Quad voluntarily withdrew the drugs from the market after the audit.
The plea agreement between Chatterji and the Government stipulated to the material facts, but left open the question of the appropriate economic loss calculation. The parties agreed that U.S.S.G. § 2F1.1, with a base offense level of 6, applied to Chatterji’s offense. The parties disagreed, however, as to whether the base offense level should be enhanced pursuant to § 2F1.1(b)(1) for economic loss caused by the fraud. The district court rejected Chatterji’s argument that there was no economic loss attributable to the fraud, finding instead that the effect of the regulatory fraud was that the FDA had never approved Quad’s marketing of vanco-mycin and ritodrine and that the drugs therefore were without value to the consumers who purchased them. Based on this reasoning, the district court measured the “loss” attributable to Chatterji’s conduct by Quad’s gross sales of vancomycin and ritod-rine — approximately $13.4 million — and accordingly increased Chatterji’s base offense level by 11 levels for fraud loss in excess of $5 million. See U.S.S.G. § 2Fl.l(b)(l)(L). The district court made several other adjustments to reach a final adjusted offense level of 19.5 That offense level, combined with a Criminal History Category I, resulted in a guideline range of 30-37 months imprisonment. The district court sentenced Chatterji to 30 months imprisonment and imposed a $100,000 fine.
II.
Chatterji first challenges the application of the loss enhancement pursuant to U.S.S.G. § 2F1.1(b)(1). While the question of the amount of loss is generally one of fact subject to review only for clear error, the application of a loss enhancement to undisputed facts is a question of law which we review de novo. See United States v. Toler, 901 F.2d 399, 402 (4th Cir.1990). Loss under § 2Fl.l(b)(l) is the actual, probable, or intended loss to the victims of the fraud.6 See U.S.S.G. § 2F1.1 comment, (n. 7). In appropriate circumstances, a defendant’s gain may provide an estimate of the loss. See U.S.S.G. § 2F1.1 comment, (n. 8). However, gain is only an alternative measure of some actual, probable, or intended loss; it is not a proxy for loss when there is none. See United States v. Haddock, 12 F.3d 950, 960 (10th Cir.1993). Thus, a defendant’s gain “may not support an enhancement on its own if there is no actual or intended loss to the victims.” Id.
The Government contends that the regulatory fraud automatically voided any FDA approval of vancomycin and ritodrine. Because unapproved drugs may not be marketed, it continues, Quad’s products had no market value, and loss under § 2Fl.l(b)(l) properly should be measured by Quad’s gain from the sale of the drug. The Government points to 21 C.F.R. § 314.125(b)(7) (1987), which provides that the FDA may decline approval of an application that contains a false statement of material fact.7 However, [1341]*1341the mere fact that the FDA may refuse to approve an application on the basis of a false statement does not mean that the FDA’s approval, given for an application (or, as in the ease of ritodrine, a supplement to an application) containing an undiscovered, false statement, is void ab initio. Indeed, the mere fact that the authority of the FDA to refuse to approve an application containing an untrue statement of material fact is discretionary indicates that the FDA might choose to permit marketing in any event. Moreover, the Government’s position does not comport with the FDA’s statutory authority, which provides that the FDA “shall, after due notice and opportunity for hearing to the applicant, withdraw approval of an application ... if the [FDA] finds ... that the ... application contains any untrue statement of material fact.” 21 U.S.C.A. § 355(e)(5) (West Supp.1994) (emphasis added); see also 21 C.F.R. § 314.150(a)(2)(iv) (1987) (same). If we were to adopt the Government’s contention that an untrue statement in the application voided the FDA’s approval, § 355(e)(5) would be rendered without meaning. Clearly, there would be no need to withdraw approval of a drug if, due to a materially false statement in the application, no valid approval had ever been given. We decline to adopt a construction that would render a statutory provision superfluous. See Baker v. Bethlehem Steel Corp., 24 F.3d 632, 634 (4th Cir.1994). We therefore disagree with the Government’s argument that Quad’s vancomycin and ritodrine were not approved by the FDA and thus had no value.
Based on the record before us, no quantifiable, actual loss can be attributed to Chatterji’s conduct. Although an agency may suffer economic loss as a result of regulatory fraud (for example, costs of an investigation), the Government has not argued that Chatterji’s fraud caused any such loss. Moreover, there was no loss to the consumers of vancomycin and ritodrine. Quad’s products were exactly what they purported to be: vancomycin and ritodrine, approved by the FDA, manufactured in a certain strength and dosage, and producing the specified therapeutic benefits that FDA requirements were intended to ensure. We emphasize that we therefore are not presented with a product substitution case in which the product sold is something other than what it is claimed to be. It is undisputed that Quad’s vancomycin performed according to FDA specifications despite the fact that records for only two batches, rather than three, were submitted to the FDA prior to its approval of vancomycin. Further, there is no dispute that the safety and therapeutic value of the ritodrine were not affected by the addition of an additional .025 mg/ml of bisulfate — an inclusion of only 2.3% more of an inert inactive ingredient than allowed under the FDA-approved formula that was intended to ensure that the drug would retain full potency over the course of its shelf life. Finally, there is no serious question that the FDA would have approved the ANDA for vancomycin had the three-batch requirement been met and would have approved the formula change for ritodrine had Quad simply requested approval of the modification.8
[1342]*1342In sum, this is not a situation in which a drug with fraudulently-obtained FDA approval harms consumers, fails to produce its intended effects, or is something less than it is represented to be. We have little doubt that economic loss would exist in such situations. But, when a drug possesses FDA approval, poses no threat to the health and well-being of the consumer, and meets all of the goals of FDA requirements for safety and efficiency, there can be no actual, monetary loss attributable to the regulatory fraud by which FDA approval was obtained. Economic gain to the manufacturer therefore is not the appropriate measure of loss in such a situation.
The dissent points to United States v. West, 2 F.3d 66 (4th Cir.1993), in which this court rejected the defendants’ contention that the district court had misapplied § 2F1.1. The district court in West determined the defendants’ sentences on two bases. First, relying on U.S.S.G. § 2F1.1, comment. (n. 7(b)) (1992), the district court concluded that the actual loss resulting from the defendants’ fraud “ ‘ “tend[ed] not to reflect adequately the risk of loss created by the defendant’s conduct.” ’ ”9 West, 2 F.3d at 71 (quoting presentence letter to counsel from district court). Second, the district court relied on U.S.S.G. § 2F1.1, comment, (n. 8) (1992), which provides that the defendant’s gain may be used as an alternative estimate of loss, and found that the amount of the brokerage fees the Government had paid to the defendants was an appropriate alternative measure of the Government’s actual loss. West, 2 F.3d at 71; see U.S.S.G. § 2F1.1, comment, (n. 8) (1992) (“The offender’s gain from committing the fraud is an alternative estimate that ordinarily will underestimate the loss.”).
The dissent’s reliance on West is misplaced. Here, the district court did not base its sentence on an upward departure, and thus the question of the appropriateness of a departure is not before us.10 Consequently, we may not affirm Chatterji’s sentence on this basis, as the dissent suggests. Cf. Williams v. United States, 503 U.S. 193, 200-03, 112 S.Ct. 1112, 1120, 117 L.Ed.2d 341 (1992) (“When a district court has not intended to depart from the Guidelines, a sentence is imposed ‘as a result of an incorrect application of the Guidelines when the error results in the district court selecting a sentence from the wrong guideline range.”). Moreover, unlike West, there was no risk of loss that resulted from Chatterji’s conduct. The dissent does not, because it cannot, point to any evidence in the record that would indicate that consumers were at risk as a result of using the products in question. Most significantly, the district court made no findings that consumers were exposed to a risk of harm.
Regarding the second basis for the sentence in West, the enhancement provided in § 2F1.1(b)(1), as noted above, applies when a victim has suffered economic loss. A defendant’s gain may be an appropriate estimate of loss only when there is some actual, intended, or probable loss. Because we have concluded that Chatterji’s conduct occasioned no such loss, gain may not be used as an alternative basis for calculating loss.
We do not in any way denigrate the seriousness of Chatterji’s offense, and we note that he will not go unpunished merely because application of the economic loss enhancement is inappropriate under these circumstances. See United States v. Smith, 951 F.2d 1164, 1169 (10th Cir.1991). An en[1343]*1343hancement pursuant to § 2F1.1(b)(1) provides for additional punishment which is meted out when the Government proves that an economic loss has occurred. See United States v. Schneider, 930 F.2d 555, 559 (7th Cir.1991). The Government has not justified the imposition of such additional punishment on this basis because it failed to prove the existence of any loss resulting from Chatter-ji’s fraud.11 See id.
III.
Chatterji also appeals the fine imposed by the district court, arguing that it improperly departed upward from the applicable fine range of $6,000-$60,000. During the sentencing hearing, the Government urged an upward departure to the maximum fine provided for Chatterji’s conviction, $250,-000. See 18 U.S.C.A. § 3571(b)(3) (West Supp.1994). The district court concluded that a fine of $100,000 was “appropriate,” stating that Chatterji’s offense was “a crime of greed” and that the fine imposed would “take some of the profits out of it.”
It appears that the district court applied the Guidelines Manual effective November I, 1993 in determining Chatterji’s fine and considered the fine imposed an upward departure from the fine range of $6,000-$60,000 provided in U.S.S.G. § 5E1.2 (Nov.1993). However, the conelusory statements by the district court do not afford us a meaningful opportunity to determine whether the departure was based on “a factor not adequately considered by the Sentencing Commission in formulating the applicable guidelines range.” United States v. Graham, 946 F.2d 19, 21 (4th Cir.1991). While the Government argued before us that the district court apparently increased the amount of the fine above the range applicable under the 1993 Guidelines Manual to provide for reimbursement to the Government of the cost of Chatterji’s incarceration, this position is based on speculation for the district court articulated no such finding. And, the district court gave no indication that it was applying U.S.S.G. § 5E4.2(c) (Oct.1987)12 in determining the amount of the fine. Therefore, in addition to remanding for resentencing, we remand to the district court to provide it the opportunity to make appropriate findings and articulate a more complete explanation of the reasons for the fine it imposes. See United States v. Harvey, 885 F.2d 181, 182-83 (4th Cir.1989).
VACATED AND REMANDED.