Population prevalence, attributable risk, and attributable risk percentage for high methylmalonic acid concentrations in the post-folic acid fortification period in the US
© Ganji and Kafai; licensee BioMed Central Ltd. 2012
Received: 6 September 2011
Accepted: 11 January 2012
Published: 11 January 2012
Serum methylmalonic acid (MMA) is regarded as a sensitive marker of vitamin B-12 status. Elevated circulating MMA is linked to neurological abnormalities. Contribution of age, supplement use, kidney dysfunction, and vitamin B-12 deficiency to high serum MMA in post-folic acid fortification period is unknown.
We investigated prevalence, population attributable risk (PAR), and PAR% for high MMA concentrations in the US. Data from 3 cross-sectional National Health and Nutrition Examination Surveys conducted in post-folic acid fortification period were used (n = 18569).
Likelihood of having high serum MMA for white relative to black was 2.5 (P < 0.0001), ≥ 60 y old persons relative to < 60 y old persons was 4.0 (P < 0.0001), non-supplement users relative to supplement users was 1.8 (P < 0.0001), persons with serum creatinine ≥ 130 μmol/L relative to those with < 130 μmol/L was 12.6 (P < 0.0001), and persons with serum vitamin B-12 < 148 pmol/L relative to those with ≥ 148 pmol/L was 13.5 (P < 0.0001). PAR% for high MMA for old age, vitamin B-12 deficiency, kidney dysfunction, and non-supplement use were 40.5, 16.2, 13.3, and 11.8, respectively. By improving serum vitamin B-12 (≥ 148 pmol/L), prevalence of high MMA would be reduced by 16-18% regardless of kidney dysfunction.
Old age is the strongest determinant of PAR for high MMA. About 5 cases of high serum MMA/1000 people would be reduced if vitamin B-12 deficiency (< 148 pmol/L) is eliminated. Large portion of high MMA cases are not attributable to serum vitamin B-12. Thus, caution should be used in attributing high serum MMA to vitamin B-12 deficiency.
KeywordsAge methylmalonic acid NHANES population attributable risk population attributable risk percentage
Elevated circulating methylmalonic acid (MMA) is an emerging potential risk factor for neurodegenerative diseases and thus may be neurotoxic [1, 2]. MMA interferes with energy production in mitochondria by inhibiting electron transport complex II [3, 4]. Epidemiological studies have linked high circulating MMA with declined cognitive function [5, 6]. Doubling serum MMA concentration from 0.25 to 0.50 μmol//L was associated with > 50% more rapid cognitive decline in a longitudinal study conducted in the UK . In another longitudinal study in the US, serum MMA concentrations were predictive of rapid cognitive decline in older subjects .
Serum MMA is considered as a sensitive marker of tissue vitamin B-12 deficiency [7, 8]. Although serum vitamin B-12 is widely used as a marker of vitamin B-12 deficiency , serum vitamin B-12 may not always reflect true vitamin B-12 status because some individuals with low-normal vitamin B-12 exhibit tissue vitamin B-12 deficiency . In vitamin B-12 deficiency, serum MMA is derived from L-methylmalonyl CoA due to impaired function of methylmalonyl CoA mutase . Adenosylcobalamin, a coenzyme of vitamin B-12, is required for the function of methylmalonyl CoA mutase, which converts methylmalonyl CoA to succinyl CoA .
Beginning January 1 1998, the FDA mandated that all processed cereals be fortified with folic acid in order to reduce the risk of neural tube defects (NTD) in newborn [13, 14]. As a result, NTDs are reduced by 19% [15, 16] owing to improved folate status [17–20]. Secondary to reduction in NTD, folic acid fortification has lowered circulating total homocysteine (tHcy) [17, 18, 21] and prevalence of anemia . There are some concerns regarding possible negative impact of high folate status following folic acid fortification in those with vitamin B-12 deficiency [23–25]. These concerns stem from reports suggesting that high folic acid intake may lead to the correction of hematological abnormalities associated with vitamin B-12 deficiency [26, 27] which may lead to delay in diagnosis of vitamin B-12 deficiency leading to irreversible neuropathy [28, 29]. Although the precise mechanism through which high folate status causes harm in those with vitamin B-12 deficiency is not known, recently, Selhub et al  very elegantly proposed how high serum MMA associated with low vitamin B-12 and high folate status disrupts vitamin B-12 homeostasis.
Vitamin B-12 status and kidney function are two important determinants of MMA [31–33]. Prevalence of high serum MMA in older Americans was 20% in the pre-folic acid fortification period . In this study, we used nationally representative surveys to yield large sample size. Because serum MMA is regarded as a sensitive marker of vitamin B-12 deficiency and is elevated in kidney dysfunction, a common condition in older persons and that elevated MMA is related to negative health outcomes [1–6], it is important to know the contribution of vitamin B-12 deficiency, kidney dysfunction, and older age to the burden of circulating high MMA. Moreover, there are very limited data on serum MMA and its relation with race-ethnicity . Therefore, the objective of this study was to investigate population prevalence estimates, population attributable risk (PAR), and PAR% for high serum MMA in the post-folic acid fortification period for US population.
Methods and Subjects
Description of survey and study sample
National Health and Nutrition and Examination Surveys (NHANES) are based on a complex, stratified, multistage probability sample survey conducted by National Center for Health Statistics (NCHS). Demographic, socioeconomic, dietary, and health related data were collected in the participants' home as part of the household interview. A physician administered examination component is part of the assessment done on household interviewed persons in Mobile Examination Centers (MEC). Rest of the examination assessment on individuals is performed by health technicians in MEC. In NHANES, young children, older persons, non-Hispanic black, and Mexican American/Hispanic were oversampled to yield reliable estimates for these groups.
Beginning 1999, NHANESs were conducted as continuous, annual surveys rather than the periodic surveys. In this study, NHANES 1999-2000 , NHANES 2001-2002 , and NHANES 2003-2004  were concatenated into one analytic database, NHANES 1999-2004, as per guidelines from the NCHS. The description of these surveys has been reported in detail elsewhere [38–40]. Briefly, NHANES 1999-2000 was conducted between March 1999 and December 2000 on 9965 individuals (all were home interviewed; 9282 were examined in MECs); NHANES 2001-2002 was conducted between January 2001 and December 2002 on 11039 individuals (all were home interviewed; 10477 were examined in MECs); and NHANES 2003-2004 was conducted between January 2003 and December 2004 on 12761 individuals (10122 were home interviewed; 9643 were examined in MECs).
The combined 3 cycles of NHANES 1999-2004 yielded a sample size of 31126. In data analysis, individuals who reported their race-ethnicity as "Other" were excluded (n = 884). This "Other" category represented people with mixed races and individuals belonging to race-ethnicities other than non-Hispanic white, non-Hispanic black, or Mexican American/Hispanic. There were no missing data for sex, age, and race-ethnicity. Individuals with missing data for supplement use (n = 28), serum creatinine (n = 4093), serum vitamin B-12 (n = 18), and serum MMA (n = 7534) were excluded. After applying the aforementioned exclusion criteria, the final study sample consisted of 18569 subjects. Sample size for persons with normal kidney function was 18238.
Depending on the age of the participant, data were collected on body measurements, demography, physical function, health condition, lifestyle behaviors, biochemical measurements of blood and urine, and diet intake. Because we used serum creatinine as one of the variables related to serum MMA and in NHANES serum creatinine concentrations were measured only in persons > 12 y old age, this current study was based on the sample > 12 y old age group. Other variables such as supplement use, serum vitamin B-12, and serum MMA had no impact on the age of this study sample. Blood was collected from venipuncture in the MECs according to the standard protocols. Individuals who took vitamin/mineral supplements 1 month prior to the survey were categorized as supplement users. Serum MMA was measured using gas chromatography/mass spectrophotometry. Serum vitamin B-12 was measured using Quantaphase II radioassay kit (Biorad Laboratories, Hercules, CA). Serum creatinine was measured using an autoanalyzer (Hitachi Model 917 for NHANES 1999-2002; Beckman Synchron LX20 for NHANES 2003-2004). Sex, race-ethnicity, age, supplement use, serum creatinine, and serum vitamin B-12 were selected as important variables that are associated with serum MMA concentrations. Detailed methodology on laboratory procedures are described elsewhere [41–43].
Serum concentration of > 350 nmol/L was used to define high MMA . Serum creatinine concentrations ≥ 130 μmol/L was used to indicate impaired kidney function . Vitamin B-12 deficiency was defined as having serum vitamin B-12 concentrations < 148 pmol/L [30, 31, 46].
SUDAAN (SAS-callable) statistical software (SUDAAN for Windows, version 10.0, Research Triangle Institute, Research Triangle Park, NC) was used to account for complex survey design. In data analysis, to account for differential probabilities of selection and adjustments for non-coverage and non-response bias, sample weights, primary sampling units, and stratification variables were included as per NCHS's guidelines. Also, SAS (SAS for Windows, version 9.1, SAS Institute Inc, Cary, NC) was used in conjunction with SUDAAN to manage and analyze data files.
Because of non-normality distribution of serum MMA concentrations, natural logarithmic transformation was used to satisfy the requirement for normality. Standard errors were generated with Taylor Linearization Series as this method takes the complex NHANES design and sampling in to account. Odds ratio (OR) and 95% confidence intervals (CI) were determined for serum MMA > 350 nmol/L with multivariate logistic regression analysis. Statistical significance was set at P < 0.05.
Subject characteristics of study population: National Health and Nutrition Examination Surveys (NHANES), 1999-20041
All subjects, n
Women, n (%)
Non-Hispanic white, n (%)
Non-Hispanic black, n (%)
Mexican American/Hispanic, n (%)
12- < 18 y, n (%)
≥ 60 y, n (%)
Supplement users, n (%)
Non-supplement users2, n (%)
Serum creatinine ≥ 130 μmol/L, n (%)
Serum vitamin B-12 < 148 pmol/L, n (%)
Methylmalonic acid (nmol/L)3
129.3 (99.4, 169.4)
Prevalence of high methylmalonic acid
All subjects (%)4
3.1 ± 0.21
Serum creatinine < 130 μmol/L (%)4
2.7 ± 0.2
Prevalence and likelihood of having high methylmalonic acid (MMA) in the post-folic acid fortification period: National Health and Nutrition Examination Surveys (NHANES), 1999-20041
Men (n = 9020)
1.0 (0.83, 1.19)
Women (n = 9549)6
Non-Hispanic white (n = 8170)
2.48 (1.78, 3.45)
Non-Hispanic black (n = 4351)6
Mexican American/Hispanic (n = 6048)
2.77 (1.86, 4.14)
< 60 y (n = 14142)6
60 y (n = 4427)
4.01 (3.26, 4.92)
Yes (n = 7681)6
No (n = 10888)
1.82 (1.40, 2.37)
< 130 μmol/L (n = 18238)6
130 μmol/L (n = 331)
12.6 (8.99, 17.7)
Serum vitamin B-129
< 148 pmol/L (n = 349)
13.5 (9.29, 19.6)
148 pmol/L (n = 18220)6
Prevalence and likelihood of having high serum methylmalonic acid (MMA) in persons with serum creatinine < 130 μmol/L concentrations in the post-folic acid fortification period: National Health and Nutrition Examination Surveys (NHANES), 1999-20041
Non-Hispanic white (n = 7995)6
Non-Hispanic black (n = 4247)
0.28 (0.18, 0.44)
Mexican American/Hispanic (n = 5996)
1.1 (0.81, 1.50)n
< 60 y (n = 14090)6
60 y (n = 4148)
4.38 (3.58, 5.36)
Yes (n = 7506)6
No (n = 10732)
1.93 (1.48, 2.52)
Serum vitamin B-128
< 148 pmol/L (n = 343)
13.3 (9.0, 19.5)
148 pmol/L (n = 17895)6
Population attributable risk (PAR) and population attributable risk percentage (PAR%) for high serum methylmalonic acid (MMA) in the National Health and Nutrition Examination Surveys (NHANES), 1999-20041
Non-Hispanic white (n = 8170)
Non non-Hispanic white (n = 10399)6, 7
< 60 y (n = 14142)6
60 y (n = 4427)
Supplement use8, 9
Yes (n = 7681)6
No (n = 10888)
Serum creatinine8, 10
< 130 μmol/L (n = 18238)6
130 μmol/L (n = 331)
Serum vitamin B-128, 11
< 148 pmol/L (n = 349)
148 pmol/L (n = 18220)6
Population attributable risk (PAR) and population attributable risk percentages (PAR%) for high serum methylmalonic acid (MMA) for persons with serum creatinine < 130 μmol/L in the National Health and Nutrition Examination Surveys (NHANES), 1999-20041
Non-Hispanic white (n = 7995)
Non non-Hispanic white (n = 10243)6, 7
< 60 y (n = 14090)6
60 y (n = 4148)
Supplement use8, 9
Yes (n = 7506)6
No (n = 10732)
Serum vitamin B-128, 10
< 148 pmol/L (n = 343)
148 pmol/L (n = 17895)6
In this report, we present the first data on prevalences, PAR, and PAR% for high serum MMA in the post-folic acid fortification period utilizing the data from surveys of US population. The strength of this study is that we combined 3 NHANES cycles into one database, which not only resulted in a large sample size (n = 18569) but also increased the precision of MMA estimate. We found that likelihood of having high serum MMA was significantly higher in white, older persons, nonsupplement users, and persons with high serum creatinine and low vitamin B-12 compared to their counterparts. Old age, vitamin B-12 deficiency, renal dysfunction, and non-supplement use contributed to PAR and PAR% for high serum MMA.
In vitamin B-12 deficiency not only MMA but also other undesirable products such as propionyl CoA, methyl citrate (formed from condensation of propionyl CoA and acetyl CoA by citrate synthase), and tHcy are accumulated. Rare genetic defects in methlymalonyl CoA mutase (mut 0 and mut-) and synthesis of defective adenosylcobalamin are sources of MMA in some individuals . Other sources of MMA include odd chain fatty acids, certain amino acids, and intestinal bacteria [10, 50]. However, there were no data to what extent these sources contribute to serum MMA. The deleterious effects of vitamin B-12 deficiency on nervous system are attributed to reduced methylation reactions due to diminished supply of S-adenosylmethionine and also possibly due to elevated MMA, propionyl CoA, methylcitrate [1–4], and tHcy [2, 51].
In this study, the overall prevalence of serum MMA > 350 pmol/L is 3.1%. In older adults (≥ 60 y), it is 8.3%. Prevalence of serum vitamin B-12 < 148 pmol/L is 2.0%. In the prefortification period, prevalence of high MMA (> 370 nmol/L) in persons aged ≥ 65 y was 16-18% (n = 1145) . In the Los Angeles elderly people (> 60 y, n = 725), 16.6% had high MMA (> 370-376 pmol/L) and 11.8% had serum vitamin B-12 < 140 pmol/L . In the Framingham study, 8% adults (26-83 y) had plasma vitamin B-12 < 148 pmol/L . In the Framingham elderly population (67-96 y), 40.5% (222/548) had serum vitamin B-12 < 258 pmol/L . These studies were based on white population. Thus, the existing data on high MMA and low vitamin B-12 in the US vary by population studied and criteria used to define vitamin B-12 deficiency.
In this study, persons in the ≥ 60 y old age group are > 4 times likely to have high serum MMA compared to those in the younger age group (P < 0.001). A contributing factor for high serum MMA in older persons is kidney dysfunction. In a separate analysis on ≥ 60 y old population, the prevalence of high MMA in those with serum creatinine ≥ 130 μmol/L is ≈33% (93/279) compared to ≈7% (289/4148) in those with serum creatinine < 130 μmol/L. Thus, a large portion of high MMA cases can be attributed to renal dysfunction in older adults. Further, vitamin B-12 deficiency is more common in older persons primarily due to declined absorption of vitamin B-12 from gut due to decreased secretion of acid and pepsin from gastric atrophy which is a result of bacterial colonization in the stomach [53, 54]. Acid and pepsin are needed to release the protein- bound vitamin B-12 prior to its absorption. In some older adults, use of medications such as H2 receptor antagonists and proton pump inhibitors also lead to low vitamin B-12 status due to malabsorption of protein-bound vitamin B-12 from achlorhydria . In some, poor vitamin B-12 status is attributed to autoimmune disorder associated with H. pylori infection . All these lead to elevated MMA.
Age is the strongest determinant of PAR (1.26) and PAR% (40.5) for high serum MMA. After excluding persons with kidney dysfunction, age still greatly contributed to PAR (0.95) and PAR% (35.2) for high MMA. Thus, kidney dysfunction contributed ≈3 (1.26-0.95)/1000 to the prevalence of serum high MMA. PAR and PAR% for high serum MMA for serum vitamin B-12 < 148 pmol/L were ≈0.51 and 16.2, respectively. After excluding persons with kidney dysfunction, the PAR and PAR% for high MMA for low serum vitamin B-12 were ≈0.49 and 18.0, respectively (Table 4). This suggests that low serum vitamin B-12 (< 148 pmol/L) is not as strong determinant of PAR for high serum MMA.
In this study, PAR% for high MMA associated with non-Hispanic white race is ≈25%, which suggests that the race-ethnicity is a major determinant of serum MMA in the US. In a separate analysis on this sample (data not shown), we observed that non-Hispanic white had significantly higher prevalence of serum vitamin B-12 < 148 pmol/L (2.6%) compared to non-Hispanic black (0.9%) or Mexican American/Hispanic (1.6%). Thus, it is not surprising that non-Hispanic white had higher prevalence of serum MMA compared to non-Hispanic black or Mexican American/Hispanic. These results support the observations made by others previously [32, 33]. In the elderly, Morris et al  reported high MMA in non-Hispanic white but the prevalence in those subjects was similar to non-Hispanic black. Causes for differences between races regarding MMA metabolism needs further attention.
To date, there is no consensus regarding the cutoff values for serum vitamin B-12 to define vitamin B-12 deficiency due to lack of diagnostic specificity and sensitivity . In few cases, serum vitamin B-12 does not reflect true vitamin B-12 status because only 20-30% is bound to holotranscobalamin (holoTC), a biologically active vitamin B-12 fraction, capable of delivering vitamin B-12 to tissues and the remaining majority is bound to haptocorrin . Because serum vitamin B-12 assay does not distinguish between haptocrrin and holoTC
fractions, measurement of holoTC has been suggested as a sensitive and early marker of vitamin B-12 deficiency . However, like MMA, holoTC is also elevated in renal dysfunction  leaving no universal gold standard for the measurement of vitamin B-12 deficiency.
There are some assumptions in calculating PAR and PAR%. These are (a) cause and effect relationship exists between serum MMA and renal dysfunction and serum vitamin B-12 and (b) serum creatinine > 130 μmol/L, serum vitamin B-12 < 148 pmol/L, and serum MMA > 350 nmol/L were used to define kidney dysfunction, vitamin B-12 deficiency, and high serum MMA, respectively.
In conclusion, a reduction of ≈5 cases of high MMA/1000 people is expected if serum vitamin B-12 in the US is improved to or > 148 pmol/L. Such a decrease represents ≈16% reduction of prevalence of high MMA. After excluding persons with kidney dysfunction, PAR% for high MMA for vitamin B-12 deficiency is marginally increased (from 16.2 to 18) which further strengthens our notion that even in the absence of renal dysfunction a large portion of high MMA cases might not be affected with the improvement in vitamin B-12 status. Regardless of kidney function, prevalence of high serum MMA would be reduced by 16-18% (PAR is ≈5 cases/1000 people) in the US population if the risk factor, vitamin B-12 deficiency is eliminated.
Because a large portion of high serum MMA cases in the US are not related to vitamin B-12 status (serum vitamin B-12 < 148 pmol/L), caution should be used in attributing high serum MMA to vitamin B-12 deficiency even in the absence of kidney dysfunction. Given the depressed absorption of vitamin B-12 and increased prevalence of renal dysfunction, it is unlikely that increased oral intake of vitamin B-12 would dramatically reduce the prevalence of high serum MMA in older adults. It is important to monitor the indicators of vitamin B-12 status such as serum MMA concentrations, on a continuous basis because of possible negative impact of high folic acid intakes on vitamin B-12 homeostasis in the post-folic acid fortification period.
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