Advertisement
Original Article| Volume 15, ISSUE 1, P124-133, January 2021

Download started.

Ok

Familial hypercholesterolemia in Mexico: Initial insights from the national registry

Open AccessPublished:December 15, 2020DOI:https://doi.org/10.1016/j.jacl.2020.12.001

      Highlights

      • Familial hypercholesterolemia remains underdiagnosed and undertreated in Mexico.
      • We present the results of the Mexican Familial Hypercholesterolemia Registry.
      • Over 60 investigators in 28 federal states participated in the registry.
      • We discuss the findings and challenges to overcome in this population.

      Abstract

      Background

      Familial hypercholesterolemia (FH) remains underdiagnosed and undertreated.

      Objective

      Report the results of the first years (2017-2019) of the Mexican FH registry.

      Methods

      There are 60 investigators, representing 28 federal states, participating in the registry. The variables included are in accordance with the European Atherosclerosis Society (EAS) FH recommendations.

      Results

      To date, 709 patients have been registered, only 336 patients with complete data fields are presented. The mean age is 50 (36-62) years and the average time since diagnosis is 4 (IQR: 2-16) years. Genetic testing is recorded in 26.9%. Tendon xanthomas are present in 43.2%. The prevalence of type 2 diabetes is 11.3% and that of premature CAD is 9.8%. Index cases, male gender, hypertension and smoking were associated with premature CAD. The median lipoprotein (a) level is 30.5 (IQR 10.8-80.7) mg/dl. Statins and co-administration with ezetimibe were recorded in 88.1% and 35.7% respectively. A combined treatment target (50% reduction in LDL-C and an LDL-C <100 mg/dl) was achieved by 13.7%. Associated factors were index case (OR 3.6, 95%CI 1.69-8.73, P = .002), combination therapy (OR 2.4, 95%CI 1.23-4.90, P = .011), type 2 diabetes (OR 2.8, 95%CI 1.03-7.59, P = .036) and age (OR 1.023, 95%CI 1.01-1.05, P = .033).

      Conclusion

      The results confirm late diagnosis, a lower than expected prevalence and risk of ASCVD, a higher than expected prevalence of type 2 diabetes and undertreatment, with relatively few patients reaching goals. Recommendations include, the use of combination lipid lowering therapy, control of comorbid conditions and more frequent genetic testing in the future.

      Keywords

      Introduction

      Familial hypercholesterolemia is a genetic lipid disorder, characterized by elevated LDL cholesterol (LDL-C) levels and the development of premature atherosclerosis.
      • Singh S.
      • Bittner V.
      Familial hypercholesterolemia—epidemiology, diagnosis, and screening.
      Worldwide, it is the most common monogenic disorder. Despite this, the disease is often overlooked, resulting in underdiagnosis and consequently undertreatment. Autosomal dominant FH is associated with mutations in the LDL receptor (LDLR), apolipoprotein B (Apo B), or the proprotein convertase subtilin/kexin 9 (PCSK9) genes.
      • Najam O.
      • Ray K.K.
      Familial hypercholesterolemia: a review of the natural history, diagnosis, and management.
      An autosomal recessive form has also been identified (alterations in the low-density lipoprotein receptor adaptor protein 1 (LDLRAP1) gene) but is exceedingly rare.
      • Canizales-Quinteros S.
      • Aguilar-Salinas C.A.
      • Huertas-Vázquez A.
      • et al.
      A novel ARH splice site mutation in a Mexican kindred with autosomal recessive hypercholesterolemia.
      Mutations in the LDLR account for the majority of cases, however around 10-50% of patients may be mutation negative.
      • Singh S.
      • Bittner V.
      Familial hypercholesterolemia—epidemiology, diagnosis, and screening.
      ,
      • Mehta R.
      • Martagon A.J.
      • Galan Ramirez G.A.
      • et al.
      The development of the Mexican familial hypercholesterolemia (FH) national registry.
      Homozygous (HoFH) FH is diagnosed in 1:160,000- 300,000 persons, with LDL cholesterol levels between 460 - 1,160 mg/dl.
      • Farnier M.
      • Bruckert E.
      Severe familial hypercholesterolaemia: current and future management.
      • Besseling J.
      • Kindt I.
      • Hof M.
      • Kastelein J.J.P.
      • Hutten B.A.
      • Hovingh G.K.
      Severe heterozygous familial hypercholesterolemia and risk for cardiovascular disease: a study of a cohort of 14,000 mutation carriers.
      • Cuchel M.
      • Bruckert E.
      • Ginsberg H.N.
      • et al.
      Homozygous familial hypercholesterolaemia: new insights and guidance for clinicians to improve detection and clinical management. A position paper from the Consensus Panel on Familial Hypercholesterolaemia of the European Atherosclerosis Society.
      • Mehta R.
      • Zubirán R.
      • Martagón A.J.
      • et al.
      The panorama of familial hypercholesterolemia in Latin America: a systematic review.
      Heterozygous (HeFH) FH is more common, with a prevalence of up to 1:250, and LDL cholesterol levels ranging from 190-400 mg/dl. Diagnosis of FH is based on clinical criteria and/or mutational analysis with subsequent cascade screening in order to identify affected relatives.
      • Santos R.D.
      Phenotype vs. genotype in sever familial hypercholesterolemia: what matters most for the clinician?.
      Management of the disease aims to reduce the risk of cardiovascular mortality and involves timely initiation and lifelong therapy with one or more of the following: high intensity statins, ezetimibe, PCSK9 inhibitors and lipid apheresis.
      The Mexican familial hypercholesterolemia (FH) registry was created in 2017, based on the recommendations of the global EAS Familial Hypercholesterolemia Studies Collaboration.
      • Vallejo-Vaz A.
      • Akram A.
      • Kondapally Seshasai S.R.
      • et al.
      EAS Familial Hypercholesterolaemia Studies Collaboration,
      Pooling and expanding registries of familial hypercholesterolaemia to assess gaps in care and improve disease management and outcomes: rationale and design of the global EAS Familial Hypercholesterolaemia Studies Collaboration.
      National registries can play an important role in improving patient management and long-term patient care.
      • Hammond E.
      • Watts G.F.
      • Rubinstein Y.
      • et al.
      Role of international registries in enhancing the care of familial hypercholesterolaemia.
      ,
      • Kindt I.
      • Mata P.
      • Knowles J.W.
      The role of registries and genetic databases in familial hypercholesterolemia.
      They can provide population specific, real world information regarding the natural history, clinical management, and patient outcomes relating to a particular disease. In Mexico, there is an absence of healthcare policies specifically targeting FH and there is a general lack of awareness and education among healthcare professionals and policy-makers regarding this disease.
      • Vallejo-Vaz A.
      • Akram A.
      • Kondapally Seshasai S.R.
      • et al.
      EAS Familial Hypercholesterolaemia Studies Collaboration,
      Pooling and expanding registries of familial hypercholesterolaemia to assess gaps in care and improve disease management and outcomes: rationale and design of the global EAS Familial Hypercholesterolaemia Studies Collaboration.
      This registry aims to fill in knowledge gaps, assess the status of FH care, identify treatment barriers, and permit the recognition of this condition as an important health burden in our society. The observational data gathered also allows global collaboration, and may be hypothesis generating. In this report, a retrolective analysis of the first years (2017-2019) of this prospective follow-up registry are shown and discussed.

      Methods

      The design and rationale of the Mexican registry has been previously described.
      • Mehta R.
      • Martagon A.J.
      • Galan Ramirez G.A.
      • et al.
      The development of the Mexican familial hypercholesterolemia (FH) national registry.
      Briefly, a web-based registry was created to capture information about persons with heterozygous/homozygous familial hypercholesterolemia (FH). This data is in accordance with the European Atherosclerosis Society (EAS) FH recommendations.
      • Vallejo-Vaz A.J.
      • Kondapally Seshasai S.R.
      • Cole D.
      • et al.
      Familial hypercholesterolaemia: A global call to arms.
      ,
      EAS Familial Hypercholesterolaemia Studies Collaboration
      Pooling and expanding registries of familial hypercholesterolaemia to assess gaps in care and improve disease management and outcomes: Rationale and design of the global EAS Familial Hypercholesterolaemia Studies Collaboration.
      The variables included in the registry alongside data management are detailed in supplementary methods. Genetic testing is rarely carried out due to lack of resources. Where it was performed, standard methodology was used.
      European Atherosclerosis Society Consensus Panel on Familial Hypercholesterolaemia
      Homozygous familial hypercholesterolaemia: new insights and guidance for clinicians to improve detection and clinical management. A position paper from the Consensus Panel on Familial Hypercholesterolaemia of the European Atherosclerosis Society.
      Clinicians managing FH patients within public and private institutions were invited to participate in the Mexican FH national registry (Supplementary Table 2). A representative from each state was chosen in order to achieve greater coverage of the country. To date, 28 of 32 states are participating in this project, with 60 investigators registered on the website. The representative is required to stay in contact with other participants from their state and encourage active completion of registry data fields. The majority of these are board certified endocrinologists, all of which are members of the Sociedad Mexican de Nutrición y Endocrinología.
      Each institution (public or private) and/or researcher received the approved study protocol and informed patient consent form. The registry is conducted in accordance with the principles of the Declaration of Helsinki and approval by the corresponding Ethics Committees has been obtained.
      Patients considered for the registry include both children (6-18 years) and adults with an elevated LDL cholesterol level (>160 mg/dl and > 190 mg/dl respectively), and a clinical diagnosis of FH according to Dutch Lipid Clinic Diagnostic criteria.
      • Nordestgaard B.G.
      • Chapman M.J.
      • Humphries S.E.
      • et al.
      Familial hypercholesterolaemia is underdiagnosed and undertreated in the general population: guidance for clinicians to prevent coronary heart disease: consensus statement of the European Atherosclerosis Society.
      All subjects are asked to give informed consent. The principal exclusion criteria were persons with other primary lipid disorders and secondary causes of severe hypercholesterolemia.

      Statistical analysis

      The distribution of categorical variables is reported as frequencies and percentages. Continuous data is described as mean and standard deviation or with median and interquartile range depending on the parametric or non-parametric distribution of variables. Categorical variables are compared using the chi-square test or Fisher's test as appropriate. Repeated data measurements are compared with a paired t-test for normally distributed variables, the Wilcoxon test for non-normally distributed variables, and the McNemar test for binary variables.
      Stepwise logistic regression models have been constructed to identify factors associated with likelihood of achieving the LDL-C goal. The model was adjusted for gender and baseline LDL-C levels. Another model was constructed to explore factors associated with the presence of premature coronary artery disease. A P-value ≤.05 was considered as statistically significant. Statistical analyses was performed using Statistical Package for Social Science (SPSS Inc, Chicago, IL, and Version 21.0) and GraphPad Prism, version 7.0.

      Results

      General characteristics

      At the time of analysis, 709 patients (238 probands and 471 family members) have been registered in the Mexican FH registry (2017-2019); however, 336 patients had complete data and follow-up, and were included in this analysis. The characteristics of this population are shown in Table 1. There is a male predominance (66.1%) with almost all cases being of Hispanic/Mestizo origin (98.2%). The mean age is 50 (36-62) years and the average time since diagnosis is 4 (IQR: 2-16) years. Almost all the patients are heterozygous (98.8%) with four cases registered as homozygous FH (Supplementary Table 3). There are 170 (50.6%) index cases; the remaining 166 (49.4%) are affected family members. The probands are significantly older than the relatives. In the vast majority of patients, the diagnosis of FH is based on clinical criteria. Using the Dutch Lipid Clinic Network criteria (65.9% are definitive cases, 21.5% probable and 12.5% possible cases [Supplementary Table 4]).
      Table 1Baseline characteristics of subjects included in the FH registry.
      ParameterAll-subjects (n = 336)Index case (n = 170)Relative (n = 166)P value
      Men (%)222 (66.1)117 (68.8)61 (36.7)0.281
      Hispanic/Latino ethnicity (%)330 (98.2)165 (97.1)165 (99.4)0.217
      Age (years) n = 33250 (36-62)54 (43-64)44 (30-58)<0.001
      Time since diagnosis (years) n = 3194 (2-16)4 (1-18)4 (2-14)0.091
      Time of follow-up visit (years) n = 2912.05 (0.61)1.96 (0.60)2.14 (0.61)0.009
      Genetic study (%) n = 32788 (26.2)23 (13.5)65 (41.6)<0.001
      Premature CAD (%) n = 32933 (9.8)24 (14.1)9 (5.4)0.004
      Type 2 diabetes (%) n = 33338 (11.3)18 (10.6)20 (12)0.973
      Arterial hypertension (%) n = 33157 (17)35 (20.6)22 (13.3)0.062
      Smoking status (%) n = 33156 (16.7)31 (18.2)25 (15.1)0.366
      Xanthomas (%) n = 323145 (43.2)86 (50.6)59 (37.8)0.019
      Xanthelasma (%) n = 32223 (6.8)16 (9.4)7 (4.5)0.064
      BMI (kg/m2) n = 32025.28 (23.28-28.97)26.23 (23.43-28.95)25.3 (22.6-28.9)0.401
      Overweight (%)118 (35.1)69 (40.6)49 (29.5)0.111
      Obesity (%)65 (19.3)29 (17.1)36 (21.7)
      Glucose (mg/dl) n = 17090 (84-99)92 (84.5-100)89 (83-97)0.043
      Hba1c (%) n = 365.6 (5.4-6.1)5.6 (5.3-6.1)5.6 (5.5-6.0)0.417
      High-dose statin (%) n = 293173 (51.5)86 (50.6)87 (52.4)0.110
      LDL-C ≤100 mg/dl follow-up (%) n = 29155 (16.4)40 (23.5)22 (13.3)<0.001
      LDL-C ≥50% reduction follow-up (%) n = 29184 (25)62 (36.5)21 (13.5)<0.001
      Combined goal (%) n = 29146 (13.7)36 (21.2)10 (6)<0.001
      LDL-C ≤70 mg/dl follow-up (%) n = 29117 (5.8)12 (7.8)5 (3.6)0.1997
      LDL-C ≤55 mg/dl follow-up (%) n = 29110 (3.4)6 (3.9)4 (2.9)0.8759
      Total cholesterol (mg/dl)324 (291-373)331 (301-377)322 (277-368)0.028
      At follow-up n = 297245 (188-308)218 (174-300)270 (204-324)0.001
      Triglycerides (mg/dl)138 (99-192)147 (105-196)126 (90-184)0.028
      At follow-up n = 297121 (90-178)120 (90-176)121 (85-178)0.728
      LDL-C (mg/dl)237 (209-286)243 (215-290)231 (202-285)0.107
      At follow-up n = 297162 (113-221)143 (99-211)189 (135-239)<0.001
      HDL-C (mg/dl) At follow-up n = 29745.2 (39.5-55)48 (40-59)44 (38-53)0.004
      Low-HDL-C (% of population) n = 29746 (39-56)48.9 (40-57.2)38 (38-54)0.016
      Lp(a) mg/dl n = 10730.5 (10.8-80.7)24.50 (8.36-74)37.8 (11.7-89.2)0.155
      Data is presented in frequency (percentage), mean (standard deviation) or median (interquartile range) wherever appropriate.
      Abbreviations: CVD = cardiovascular disease; BMI = body mass index. All percentages are calculated according to the available data for each variable.

      Physical examination

      Physical examination reveals a median BMI of 25.3 (IRQ: 23.28-28.97) kg/m2 with 19.3% (n = 65) of the population fulfilling obesity criteria. Tendon xanthomas are present in 43.2% (n = 145), corneal arcus in 17.9% (n = 60) and xanthelasma in 6.8% (n = 23). Index cases have a significantly higher prevalence of xanthomas than family members. Cases with xanthomas are significantly older and with a greater number of years since diagnosis compared to persons without xanthomas. Additionally, these patients have a higher prevalence of arterial hypertension and premature coronary artery disease (Supplementary Table 5).

      Outcomes and comorbid conditions

      A history of coronary artery disease (CAD) is present in 13.7% (n = 46), of which premature myocardial infarction is confirmed in 9.8% (n = 33). Stroke, peripheral artery disease and aortic valve disease have been recorded in 3.0% (n = 10), 3.9% (n = 13) and 1.2% (n = 4) respectively. Active smoking is present in 16.7% (n = 56). Other prevalent comorbid conditions include, arterial hypertension in 17% (n = 57) and type 2 diabetes in 11.3% (n = 38). Index cases have a higher prevalence of arterial hypertension and premature coronary artery disease compared to affected family members. In the regression models,the presence of premature CAD is associated with index cases (OR: 2.79, 95%CI 1.07-8.08; P = .043), male gender (OR: 4.90, 95%CI 1.99-12.83; P = .001) arterial hypertension (OR: 2.53, 95%CI 1.31-9.76; P = .011) and positive smoking status (OR: 2.87, 95%CI 1.06-7.45; P = .032). Furthermore, an increasing number of comorbid conditions (eg, type 2 diabetes, arterial hypertension, hypertriglyceridemia, smoking status, alcohol consumption and hepatic steatosis) is associated with the presence of premature CAD (OR: 1.71, 95%CI 1.13-2.60; P = .01).

      Molecular analysis

      Molecular analysis has been undertaken in 26.9% of cases (88 patients) (13.5% of index cases and 41.6% of affected family members). Of these, a mutation in the LDL receptor is most common (73 cases); only 3 cases have an alteration in the ApoB gene and in 1 case, a mutation in the LDLR adaptor gene. To date, family trees for cascade screening have been generated for 107 probands and include 241 family members. The specific site mutation in our FH registry is presented in Supplementary Table 6.

      Lipid levels and treatment

      Baseline diagnostic lipid levels show a mean total cholesterol of 324 (291-373) mg/dl with a median LDL-C of 237 (IQR: 209-286) mg/dl (Table 1). Index cases have a significantly higher concentration of total cholesterol, triglycerides and HDL cholesterol, compared with their relatives. The median fasting glucose level is 90 (84-99) mg/dl and the median glycated hemoglobin is 5.6% (5.4-6.1). The median concentration of lipoprotein (a) (Lp(a)) is 30.5 (10.8-80.7) mg/dl; only 37.4% of these patients (n = 107) have levels over 50 mg/dl. There was no significant association between elevated Lp(a) and premature coronary artery disease.
      Current use of statins has been recorded in 88.1% of patients (n = 296). Other lipid lowering therapy includes treatment with ezetimibe (35.7%, n = 120), fibrates (7.4%, n = 25), and PCSK9 inhibitors (7.4%, n = 25) (Fig. 1-A). The most frequently prescribed statin is atorvastatin (45.2%), followed by rosuvastatin (25%), pravastatin (21%), and simvastatin (11%) (Fig. 1-B). Overall, 109 cases are taking ≥40 mg atorvastatin and 70 are taking ≥20 mg of rosuvastatin (Fig. 1-C).
      Figure thumbnail gr1
      Fig. 1Prescription therapy of lipid-lowering agents (A), type of statins prescribed (B) alongside with their respective dosage (C) and lipid levels changes (D) at baseline and follow-up with their respective percentage of change (Δ) in the FH registry. Abbreviations: AICE: Angiotensin-converting-enzyme inhibitors; ARBs: Angiotensin II receptor blockers; CCB: Calcium channel blockers. (B)A.S. = Bile Acid Sequestrant; TC = total cholesterol; LDL-C = low-density lipoprotein cholesterol; HDL-C = high-density lipoprotein cholesterol; TG = triglycerides. Mean values are shown for TC, LDL-C, LDL- C and TG. ∗∗∗ = P < .001; ∗∗P < .01. Annotation: 2 patients were receiving Lovastatin and Fluvastatin.
      Lipid levels at follow-up visit show a significant lowering in total cholesterol, LDL-C and triglycerides concentrations compared with baseline (Fig. 1-D). The attainment of treatment goals is assessed using several definitions; a 50% reduction of LDL-C compared with baseline levels, an LDL-C level <100 mg/dl and a combined endpoint (a 50% reduction in C-LDL from baseline and an LDL-C <100 mg/dl). On follow-up, 13.7% (n = 46) achieved the combined endpoint, 30.3% (n = 84) achieved a 50% reduction in LDL-C and 18.5% (n = 55) an LDL-C <100 mg/dl (Table 2, and Supplementary Tables 7 and 8). Index cases are significantly more likely to achieve these goals than family members. Patients who achieve these goals are older compared to those who do not.
      Table 2Characteristics of patients with FH who achieved a combined endpoint (50% LDL-C reduction + LDL-C <100 mg/dl) at follow-up.
      ParameterCombined Goals (n = 46)Non-Combined goals (n = 245)P value
      Women (%)28 (60.9)168 (68.6)0.307
      Age (years)59 (47-66)48 (34-60)0.003
      Time since diagnosis (years)4 (2-19.5)4 (2-17)0.612
      High-school education or higher (%)33 (71.7)155 (63.3)0.280
      Index cases (%)36 (71.7)117 (47.8)<0.001
      Premature CAD (%)4 (8.7)29 (11.8)0.538
      Type 2 diabetes (%)9 (19.6)19 (7.8)0.013
      Arterial hypertension (%)12 (26.1)37 (15.1)0.068
      Smoking status (%)10 (21.7)43 (17.6)0.499
      Glucose (mg/dl)94 (89-99)89 (83-99)0.006
      HbA1c (%)5.7 (5.4-11.2)5.6 (5.4-6.1)0.078
      BMI (kg/m2)25.8 (22.4-27.7)25.5 (22.8-28.9)0.461
      Total cholesterol (mg/dl)153 (127-166)265 (209-323)<0.001
      At baseline320 (292-401)327 (289-371)0.824
      LDL (mg/dl)81 (61-90)189 (136-235)<0.001
      At baseline232 (198-268)236 (207-285)0.323
      High-dose statin (%)29 (63)133 (54.3)0.213
      Triglycerides (mg/dl)95 (72.5-153)123 (94-180)0.006
      At baseline150 (83-194)135 (99-191)0.117
      HDL-C (mg/dl)49 (38-58)46 (39-55)0.361
      At baseline47 (35-61)46 (40-55)0.784
      Data is presented in frequency (percentage), mean (standard deviation) or median (interquartile range) wherever appropriate.
      Abbreviations: CVD = cardiovascular disease; BMI = body mass index; HDL-C = high-density lipoprotein cholesterol.
      Factors associated with a 50% reduction in LDL-C and the combined endpoint at follow up were explored (Table 3). Variables included in the model were sociodemographic factors (age, time since FH diagnosis and education) clinical findings (index case or relative, premature CAD and presence of xanthomas), associated comorbidities (arterial hypertension, type 2 diabetes) and pharmacological treatment (use of high intensity statins, use of combination therapy with statin and ezetimibe). The models were adjusted for gender and baseline LDL-C. Index cases and those on combination therapy are 3.5 times (95% CI: 1.97-6.42, P < .001) and 2.9 times (95% CI: 1.64-5.17, P < .001) more likely to achieve the 50% reduction in LDL-C, respectively. Index cases (OR 3.6, 95%CI 1.69-8.73, P = .002), those on combination therapy (OR 2.4, 95%CI 1.23-4.90, P = .011), persons with type 2 diabetes (OR 2.8, 95%CI 1.03-7.59, P = .036) and older patients (OR 1.023, 95%CI 1.01-1.05, P = .033), were more likely to achieve the combined endpoint. Finally, we found that male patients (OR: 3.74, 95% CI 1.51-9.85, P < .01), index cases (OR: 2.72, 95% CI 1.03-7.90, P < .01), history of arterial hypertension (OR: 4.49, 95% CI 1.65-12.36, P < .01) and smoking status (OR: 2.66, 95% CI 1.00-7.16, P = .05) were factors associated with premature CAD (Supplementary Table 9).
      Table 3Logistic regression models exploring factors associated with a 50% reduction in C-LDL at follow-up and a combined endpoint (50% reduction in LDL-C + LDL-C< 100 mg/dl).
      ModelParameterBSEWaldOR95% CIP value
      50% LDL-C reduction at follow-upIntercept-3.1320.579-5.4040.020.01-0.07<0.001
      Index case1.2540.3004.1753.511.97-6.42<0.001
      Combination of Statin and Ezetimibe1.0630.2923.6402.891.64-5.17<0.001
      Combined goals (50% LDL-C reduction

      + LDL ≤100 mg/dl at follow-up)
      Intercept-4.1720.700-5.9580.0150.00-0.05<0.001
      Age0.0230.0102.1241.0231.01-1.050.033
      Index Case1.2990.4143.1333.6671.69-8.730.002
      T2D1.0530.5022.0942.8661.03-7.590.036
      Combination of Statin and Ezetimibe0.8890.3502.5352.4331.23-4.900.011
      Variables included in the model were sociodemographic factors (age, time since FH diagnosis and education) clinical findings (index case or relative, premature CAD and presence of xanthomas), associated comorbidities (arterial hypertension, type 2 diabetes) and pharmacological treatment (use of high dose statins, use of combination therapy with statin and ezetimibe). The model was adjusted for gender and baseline LDL-C.
      Abbreviations: SE = Standard error; OR= Odds ratio; CI= Confidence interval.

      Discussion

      This is the first detailed analysis of the Mexican familial hypercholesterolemia (FH) registry since its availability online in December 2017. The variables included are in accordance with the European Atherosclerosis Society (EAS) FH recommendations and common to many FH registries.
      • Vallejo-Vaz A.
      • Akram A.
      • Kondapally Seshasai S.R.
      • et al.
      EAS Familial Hypercholesterolaemia Studies Collaboration,
      Pooling and expanding registries of familial hypercholesterolaemia to assess gaps in care and improve disease management and outcomes: rationale and design of the global EAS Familial Hypercholesterolaemia Studies Collaboration.
      ,
      • Vallejo-Vaz A.J.
      • Kondapally Seshasai S.R.
      • Cole D.
      • et al.
      Familial hypercholesterolaemia: A global call to arms.
      ,
      EAS Familial Hypercholesterolaemia Studies Collaboration
      Pooling and expanding registries of familial hypercholesterolaemia to assess gaps in care and improve disease management and outcomes: Rationale and design of the global EAS Familial Hypercholesterolaemia Studies Collaboration.
      ,
      • Pérez de Isla L.
      • Alonso R.
      • Mata N.
      • Fernández-Pérez C.
      • Muñiz O.
      • Díaz-Díaz J.L.
      Predicting Cardiovascular Events in Familial Hypercholesterolemia. The SAFEHEART Registry (Spanish Familial Hypercholesterolemia Cohort Study).
      ,
      • Gidding S.S.
      • de Ferranti S.D.
      • Cole D.
      • et al.
      American Heart Association Atherosclerosis, Hypertension, and Obesity in YoungCommittee of Council on Cardiovascular Disease in Young, Council on Cardiovascular and Stroke Nursing, Council on Functional Genomics and Translational BiologyCouncil on Lifestyle and Cardiometabolic Health
      The agenda for Familial Hypercholesterolemia: a scientific statement from the american heart association.
      In this article, the results of patients with the most complete data, including follow up results are discussed (n = 336). The principal findings confirm late diagnosis, a lower than expected prevalence and risk of ASCVD, a higher than expected prevalence of type 2 diabetes and, undertreatment, as shown by the low number of patients reaching treatment goals.
      Clinical characteristics of the cases are similar to that reported in other surveys.
      • Santos R.D.
      • Bourbon M.
      • Alonso R.
      • et al.
      Clinical and molecular aspects of familial hypercholesterolemia in Ibero-American countries.
      The mean age of probands is greater than family members, with most cases discovered in adulthood. Moreover, tendon xanthomas are present in a higher proportion than habitually reported in the literature.
      • Civeira F.
      • Castillo S.
      • Alonso R.
      • et al.
      Tendon xanthomas in familial hypercholesterolemia are associated with cardiovascular risk independently of the low-density lipoprotein receptor gene mutation.
      • Mata N.
      • Alonso R.
      • Badimón L.
      • et al.
      Clinical characteristics and evaluation of LDL-cholesterol treatment of the Spanish Familial Hypercholesterolemia Longitudinal Cohort Study (SAFEHEART).
      • Ahmad Z.S.
      • Andersen R.L.
      • Andersen L.H.
      • et al.
      US physician practices for diagnosing familial hypercholesterolemia: data from the CASCADE-FH registry.
      The late age of diagnosis and late treatment initiation permits the development and persistence of such lesions. In addition, tendon xanthomas, as a diagnostic criterion, probably contributed to diagnosis more often than in other populations.
      • Latkovskis G.
      • Saripo V.
      • Gilis D.
      • Nesterovics G.
      • Upena-Roze A.
      • Erglis A.
      Latvian registry of familial hypercholesterolemia: The first report of three-year results.
      Patients with xanthomas had a significantly higher prevalence of premature coronary artery disease. This supports the idea that a greater proportion of patients without xanthomas have a milder polygenic form of the disease.
      Genetic testing is uncommon, illustrating the lack of resources for molecular analysis in the majority of centers. In centers where genetic testing is carried out, cascade screening with genetic confirmation in affected family members appears to be the strategy.
      • Jannes C.
      • Santos R.
      • de Souza Silva P.
      • et al.
      Familial hypercholesterolemia in Brazil: cascade screening program, clinical and genetic aspects.
      ,
      • Khera A.V.
      • Won H.H.
      • Peloso G.M.
      • et al.
      Diagnostic yield and clinical utility of sequencing familial hypercholesterolemia genes in patients with severe hypercholesterolemia.
      In this population, the prevalence of smoking is surprisingly high (16.7%); however, this figure is still lower than in the majority of other registries.
      • Civeira F.
      • Castillo S.
      • Alonso R.
      • et al.
      Tendon xanthomas in familial hypercholesterolemia are associated with cardiovascular risk independently of the low-density lipoprotein receptor gene mutation.
      ,
      • Kayikcioglu M.
      • Tokgozoglu L.
      • Dogan V.
      • et al.
      What have we learned from Turkish familial hypercholesterolemia registries (A-HIT1 and A-HIT2)?.
      • Brunham L.R.
      • Ruel I.
      • Khoury E.
      • et al.
      Familial hypercholesterolemia in Canada: Initial results from the FH Canada national registry.
      • Rizos C.V.
      • Elisaf M.S.
      • Skoumas I.
      • et al.
      Characteristics and management of 1093 patients with clinical diagnosis of familial hypercholesterolemia in Greece: Data from the Hellenic Familial Hypercholesterolemia Registry (HELLAS-FH).
      Arterial hypertension is less prevalent than in other registries; however, the prevalence of type 2 diabetes is higher than expected (generally 2.1-11%).
      • Mata N.
      • Alonso R.
      • Badimón L.
      • et al.
      Clinical characteristics and evaluation of LDL-cholesterol treatment of the Spanish Familial Hypercholesterolemia Longitudinal Cohort Study (SAFEHEART).
      ,
      • Latkovskis G.
      • Saripo V.
      • Gilis D.
      • Nesterovics G.
      • Upena-Roze A.
      • Erglis A.
      Latvian registry of familial hypercholesterolemia: The first report of three-year results.
      ,
      • Kayikcioglu M.
      • Tokgozoglu L.
      • Dogan V.
      • et al.
      What have we learned from Turkish familial hypercholesterolemia registries (A-HIT1 and A-HIT2)?.
      • Brunham L.R.
      • Ruel I.
      • Khoury E.
      • et al.
      Familial hypercholesterolemia in Canada: Initial results from the FH Canada national registry.
      • Rizos C.V.
      • Elisaf M.S.
      • Skoumas I.
      • et al.
      Characteristics and management of 1093 patients with clinical diagnosis of familial hypercholesterolemia in Greece: Data from the Hellenic Familial Hypercholesterolemia Registry (HELLAS-FH).
      • Tilney M.
      Establishing a familial hypercholesterolaemia register - The first year.
      In Mexico, the prevalence of type 2 diabetes is high, estimated to be between 13.5-15.2%. Besseling et al. reported that the prevalence of diabetes was significantly lower in patients with familial hypercholesterolemia; there was an inverse dose-response relationship between the severity of the disease-causing mutation and the prevalence of type 2 diabetes.
      • Besseling J.
      • Kastelein J.J.P.
      • Defesche J.C.
      • Hutten B.A.
      • Hovingh G.K.
      Association between Familial Hypercholesterolemia and Prevalence of Type 2 Diabetes Mellitus.
      They hypothesize that this is because of a decreased cholesterol uptake in the pancreatic beta cell, resulting in improved function and survival.
      In general, heterozygous FH patients, have an increased risk of premature CAD, by at least 30% in women and 50% in men.
      • Sniderman A.D.
      • Tsimikas S.
      • Fazio S.
      The severe hypercholesterolemia phenotype: clinical diagnosis, management, and emerging therapies.
      ,
      • Vallejo-Vaz A.J.
      • Ray K.K.
      Epidemiology of Familial Hypercholesterolaemia: Community and Clinical.
      In this registry, the prevalence of CAD and peripheral arterial disease is low, with probands showing a significantly greater risk than affected family members. The association of heterozygous FH with an increased risk of stroke is debatable. In our registry, the prevalence of stroke is low compared with that reported in other studies.
      • Pérez de Isla L.
      • Alonso R.
      • Mata N.
      • et al.
      Coronary Heart Disease, Peripheral Arterial Disease, and Stroke in Familial Hypercholesterolaemia: Insights From the SAFEHEART Registry (Spanish Familial Hypercholesterolaemia Cohort Study).
      Our results may reflect survival bias due to the effects of longstanding statin therapy, but may also suggest a lack of reliable documentation, resulting in an underestimation of events.
      Lp(a) levels are low in our population, this is in line with previously reported ethnicity based differences.
      • Steffen B.T.
      • Thanassoulis G.
      • Duprez D.
      • et al.
      Race-Based Differences in Lipoprotein (a)-Associated Risk of Carotid Atherosclerosis. The Multi-Ethnic Study of Atherosclerosis.
      There was no association between elevated Lp(a) levels and premature CAD; this result lacks statistical power, as only a third of the population currently have measurements. Cardiovascular risk in FH is heterogeneous; some individuals will suffer premature ASCVD, whereas others will remain event free. This is due to differences in genetics, the presence or absence of cardiovascular risk factors and the duration and intensity of treatment.
      • Minamea M.H.
      • Bittencourt M.S.
      • Nasire K.
      • Santos R.D.
      Subclinical coronary atherosclerosis and cardiovascular risk stratification in heterozygous familial hypercholesterolemia patients undergoing statin treatment.
      The majority of patients are on statin therapy and at least a third are taking ezetimibe. In other registries, the use of statins is variable (43%-99%), possibly reflecting differences in healthcare systems, more newly diagnosed patients, and the degree of awareness of the disease.
      • Mata N.
      • Alonso R.
      • Badimón L.
      • et al.
      Clinical characteristics and evaluation of LDL-cholesterol treatment of the Spanish Familial Hypercholesterolemia Longitudinal Cohort Study (SAFEHEART).
      ,
      • Latkovskis G.
      • Saripo V.
      • Gilis D.
      • Nesterovics G.
      • Upena-Roze A.
      • Erglis A.
      Latvian registry of familial hypercholesterolemia: The first report of three-year results.
      ,
      • Kayikcioglu M.
      • Tokgozoglu L.
      • Dogan V.
      • et al.
      What have we learned from Turkish familial hypercholesterolemia registries (A-HIT1 and A-HIT2)?.
      • Brunham L.R.
      • Ruel I.
      • Khoury E.
      • et al.
      Familial hypercholesterolemia in Canada: Initial results from the FH Canada national registry.
      • Rizos C.V.
      • Elisaf M.S.
      • Skoumas I.
      • et al.
      Characteristics and management of 1093 patients with clinical diagnosis of familial hypercholesterolemia in Greece: Data from the Hellenic Familial Hypercholesterolemia Registry (HELLAS-FH).
      • Tilney M.
      Establishing a familial hypercholesterolaemia register - The first year.
      With respect to LDL-C targets, the combined endpoint was present in only 13.7% of cases: in addition, less than a third achieved a 50% reduction in LDL-C compared to baseline, and less than a fifth an LDL-C <100 mg/dl. Index cases are more likely to achieve LDL-C objectives. This is probably because probands receive more medical attention initially compared with family members who are discovered latter with cascade screening. In addition, this group had a higher prevalence of CHD and thus stricter LDL-C targets may have been applied. Another significant factor associated with achieving LDL targets was the use of combination treatment (statin and ezetimibe). Persons with type 2 diabetes were also more likely to achieve goals. This reflects physicians being more aware of the cardiovascular risk associated with this disease and following LDL-C targets.
      In the preliminary report of the EAS FH registry only 59% of patients are on lipid lowering therapy.
      • Stock J.
      First insights from the EAS familial hypercholesterolaemia collaboration registry: FH is still underdiagnosed and undertreated.
      The latest EAS/ESC guidelines recommend an LDL-C goal of less than 70 mg/dl in FH patients without known atherosclerotic cardiovascular disease or other risk factors.
      • Mach F.
      • Baigent C.
      • Catapano A.L.
      • et al.
      2019 ESC/EAS Guidelines for the management of dyslipidaemias: lipid modification to reduce cardiovascular risk: the Task Force for the management of dyslipidaemias of the European Society of Cardiology (ESC) and European Atherosclerosis Society (EAS).
      Yet, in their analysis less than 3% achieve this threshold. In our registry 5.8% have an LDL-C <70 mg/dl on follow up. The SAFEHEART registry showed that despite 71.8% of cases being on high intensity statins, an LDL-C goal <100 mg/dl was achieved by only 11.2%. This could be attributable to the type of LDL receptor mutation, which is consistent with previous reported studies.
      • Perez de Isla L.
      • Alonso R.
      • Watts G.F.
      • et al.
      Attainment of LDL-Cholesterol Treatment Goals in Patients With Familial Hypercholesterolemia: 5-Year SAFEHEART Registry Follow-Up.
      ,
      • Santos P.C.
      • Morgan A.C.
      • Jannes C.E.
      • et al.
      Presence and type of low density lipoprotein receptor (LDLR) mutation influences the lipid profile and response to lipid-lowering therapy in Brazilian patients with heterozygous familial hypercholesterolemia.
      The challenges involved in establishing and sustaining a registry include factors that are common to all registries, but also aspects unique to a particular population.
      • Schüz J.
      • Fored M.
      Chronic disease registries - trends and challenges.
      Shared factors include difficulties in obtaining long term infrastructural support; often there are insufficient resources available on a local and national level.
      • Latkovskis G.
      • Saripo V.
      • Gilis D.
      • Nesterovics G.
      • Upena-Roze A.
      • Erglis A.
      Latvian registry of familial hypercholesterolemia: The first report of three-year results.
      Investigators involved in the registry may have time constraints; registering patients and cascade screening is labor intensive and time consuming.
      The Mexican population faces some unique challenges. A fragmented public healthcare system means there is an inefficient provision of care.
      • Sierra-Madero J.G.
      • Belaunzaran-Zamudio P.F.
      • Crabtree-Ramírez B.
      • et al.
      Mexico's fragmented health system as a barrier to HIV care.
      One system may provide a certain treatment, but if the patient changes systems, a different statin or dose may be prescribed, with continuity of care being lost. Furthermore, the lack of awareness of the disease means that severe hypercholesterolemia continues to be managed with low intensity statin therapy.The public health care sector predominantly supplies low intensity statins; The use of high intensity statins and ezetimibe remains an out of pocket expense.
      • Doubova S.V.
      • García-Saisó S.
      • Pérez-Cuevas R.
      • et al.
      Barriers and opportunities to improve the foundations for high-quality healthcare in the Mexican Health System.
      We acknowledge there are strengths and limitations of this study. The principal limitation of the registry is the lack of genetic confirmation at many sites. This is not systematically carried out due to economic reasons. Follow-up data is not available for all patients; a more proactive planning of follow-up visits is needed. In addition, registry data suffers from the same drawbacks as all observational studies, variability in the quality of the data and the potential for patient selection and ascertainment bias.
      • Wong B.
      • Kruse G.
      • Kutikova L.
      • et al.
      Cardiovascular disease risk associated with familial hypercholesterolemia: a systematic review of the literature.
      The strengths of this registry include the involvement of representatives of almost all the federal states, the data is representative on a population level and permits analysis of national tendencies in the care of FH.

      Conclusions

      This study clearly shows that there is room for improvement in FH care in Mexico. This disease continues to be underdiagnosed and undertreated. The use of combination lipid lowering therapy must be promoted in all FH patients. Affected family members should receive the same level of attention and follow up as probands. Furthermore, the implementation of genetic testing in more sites would allow us to explore mutations unique to this Mestizo population.

      Financial support

      Authors express their gratitude to Amgen, for the provision of an unrestricted grant for a physician initiated project. The sponsor did not have access to the clinical data, and had no participation, nor influence in the preparation of the manuscript. Our gratitude also, to the investigators and patients who have agreed to participate in the Mexican FH Registry.

      Authors' contributions

      Research idea and study design RM, AJM, CAAS; data acquisition: RM, AJM, GAGR, AVV, DEL, GGR, BR; data analysis/interpretation: RM, AJM, NEAV; statistical analysis: NEAV, RM; manuscript drafting: RM, AJM, GAGR, NEAV; supervision or mentorship: CAAS. Each author contributed important intellectual content during manuscript drafting or revision and accepts accountability for the overall work by ensuring that questions pertaining to the accuracy or integrity of any portion of the work are appropriately investigated and resolved.

      Acknowledgments

      Our gratitude to the investigators who have agreed to participate in the Mexican FH Registry. RM wants to thank the Doctorate Program in Medical Sciences of the Universidad Nacional Autonoma de Mexico# for their invaluable support. This work is a product of the PhD project of RM (UNAM). RM and AVV are supported by CONACyT and what to thank this institution. NEAV and AVV are enrolled at the PECEM program of the Faculty of Medicine at UNAM. Authors express their gratitude to Amgen, for the provision of a grant for this physician initiated project. The sponsor did not have access to the clinical data, and had no participation, nor influence in the preparation of the manuscript.
      MEXICAN FAMILIAL HYPERCHOLESTEROLEMIA GROUP OF STUDY: Jose J. Ceballos Macías, Alejandro Romero Zazueta, Rocio Martinez Alvarado, Julieta D. Morales Portano, Humberto Alvares Lopez, Leobardo Sauque-Reyna, Laura G. Gomez Herrera, Luis E. Simental Mendia, Humberto Garcia Aguilar, Elizabeth Ramirez Cooremans Berenice Peña Aparicio, Victoria Mendoza Zubieta, Perla A. Carrillo Gonzalez, Aldo Ferreira-Hermosillo, Nacu Caracas Portilla, Guadalupe Jimenez Dominguez, Alinna Y. Ruiz Garcia, Hector E. Arriaga Cazares, Carla V. Mendez Valencia, Francisco G. Padilla Padilla, Ramon Madriz Prado, Manuel O. De los Rios Ibarra, Alejandra Vazquez Cardenas, Ruy D. Arjona Villicaña, Karina J. Acevedo Rivera, Ricardo Allende Carrera, Jose A. Alvarez, Jose C. Amezcua Martinez, Manuel de los Reyes Barrera Bustillo, Gonzalo Carazo Vargas, Roberto Contreras Chacon, Mario H. Figueroa Andrade, Ashanty Flores Ortega, Hector Garcia Alcala, Laura E. Garcia de Leon, Berenice Garcia Guzman, Jose J. Garduño Garcia, Juan C. Garnica Cuellar, Jose R. Gomez Cruz, Anell Hernandez Garcia, Jesus R. Holguin Almada, Ursulo Juarez Herrera, Fabiola Lugo Sobrevilla, Eduardo Marquez Rodriguez, Cristina Martinez Sibaja, Alma B. Medrano Rodriguez, Jose C. Morales Oyervides, Daniel I. Perez Vazquez, Eduardo A. Reyes Rodriguez, Ma. Ludivina Robles Osorio, Juan Rosas Saucedo, Margarita Torres Tamayo, Luis A. Valdez Talavera, Luis E. Vera Arroyo, Eloy A. Zepeda Carrillo.

      Supplementary data

      References

        • Singh S.
        • Bittner V.
        Familial hypercholesterolemia—epidemiology, diagnosis, and screening.
        Curr Atheroscler Rep. 2015; 17: 3
        • Najam O.
        • Ray K.K.
        Familial hypercholesterolemia: a review of the natural history, diagnosis, and management.
        Cardiol Ther. 2015; 4: 25-38
        • Canizales-Quinteros S.
        • Aguilar-Salinas C.A.
        • Huertas-Vázquez A.
        • et al.
        A novel ARH splice site mutation in a Mexican kindred with autosomal recessive hypercholesterolemia.
        Hum Genet. 2005; 116: 114-120
        • Mehta R.
        • Martagon A.J.
        • Galan Ramirez G.A.
        • et al.
        The development of the Mexican familial hypercholesterolemia (FH) national registry.
        Atherosclerosis. 2018; 277: 517-523
        • Farnier M.
        • Bruckert E.
        Severe familial hypercholesterolaemia: current and future management.
        Arch Cardiovasc Dis. 2012; 105: 656-665
        • Besseling J.
        • Kindt I.
        • Hof M.
        • Kastelein J.J.P.
        • Hutten B.A.
        • Hovingh G.K.
        Severe heterozygous familial hypercholesterolemia and risk for cardiovascular disease: a study of a cohort of 14,000 mutation carriers.
        Atherosclerosis. 2014; 233: 219-223
        • Cuchel M.
        • Bruckert E.
        • Ginsberg H.N.
        • et al.
        Homozygous familial hypercholesterolaemia: new insights and guidance for clinicians to improve detection and clinical management. A position paper from the Consensus Panel on Familial Hypercholesterolaemia of the European Atherosclerosis Society.
        Eur Heart J. 2014; 35: 2146-2157
        • Mehta R.
        • Zubirán R.
        • Martagón A.J.
        • et al.
        The panorama of familial hypercholesterolemia in Latin America: a systematic review.
        J Lipid Res. 2016; 57: 2115-2129
        • Santos R.D.
        Phenotype vs. genotype in sever familial hypercholesterolemia: what matters most for the clinician?.
        Curr Opin Lipidol. 2017; 28: 130-135
        • Vallejo-Vaz A.
        • Akram A.
        • Kondapally Seshasai S.R.
        • et al.
        • EAS Familial Hypercholesterolaemia Studies Collaboration,
        Pooling and expanding registries of familial hypercholesterolaemia to assess gaps in care and improve disease management and outcomes: rationale and design of the global EAS Familial Hypercholesterolaemia Studies Collaboration.
        Atheroscler Suppl. 2016; 22: 1e32
        • Hammond E.
        • Watts G.F.
        • Rubinstein Y.
        • et al.
        Role of international registries in enhancing the care of familial hypercholesterolaemia.
        Int J Evid Base Healthc. 2013; 11: 134e139
        • Kindt I.
        • Mata P.
        • Knowles J.W.
        The role of registries and genetic databases in familial hypercholesterolemia.
        Curr Opin Lipidol. 2017; 28: 152e160
        • Vallejo-Vaz A.J.
        • Kondapally Seshasai S.R.
        • Cole D.
        • et al.
        Familial hypercholesterolaemia: A global call to arms.
        Atherosclerosis. 2015; 243: 257-259
        • EAS Familial Hypercholesterolaemia Studies Collaboration
        Pooling and expanding registries of familial hypercholesterolaemia to assess gaps in care and improve disease management and outcomes: Rationale and design of the global EAS Familial Hypercholesterolaemia Studies Collaboration.
        Atheroscler Suppl. 2016; 22: 1-32
        • European Atherosclerosis Society Consensus Panel on Familial Hypercholesterolaemia
        Homozygous familial hypercholesterolaemia: new insights and guidance for clinicians to improve detection and clinical management. A position paper from the Consensus Panel on Familial Hypercholesterolaemia of the European Atherosclerosis Society.
        Eur Heart J. 2014; 35: 2146-2157
        • Nordestgaard B.G.
        • Chapman M.J.
        • Humphries S.E.
        • et al.
        Familial hypercholesterolaemia is underdiagnosed and undertreated in the general population: guidance for clinicians to prevent coronary heart disease: consensus statement of the European Atherosclerosis Society.
        Eur Heart J. 2013; 34: 3478-3490a
        • Pérez de Isla L.
        • Alonso R.
        • Mata N.
        • Fernández-Pérez C.
        • Muñiz O.
        • Díaz-Díaz J.L.
        Predicting Cardiovascular Events in Familial Hypercholesterolemia. The SAFEHEART Registry (Spanish Familial Hypercholesterolemia Cohort Study).
        Circulation. 2017; 135: 2133-2144
        • Gidding S.S.
        • de Ferranti S.D.
        • Cole D.
        • et al.
        • American Heart Association Atherosclerosis, Hypertension, and Obesity in Young
        • Committee of Council on Cardiovascular Disease in Young, Council on Cardiovascular and Stroke Nursing, Council on Functional Genomics and Translational Biology
        • Council on Lifestyle and Cardiometabolic Health
        The agenda for Familial Hypercholesterolemia: a scientific statement from the american heart association.
        Circulation. 2015; 132: 2167-2192
        • Santos R.D.
        • Bourbon M.
        • Alonso R.
        • et al.
        Clinical and molecular aspects of familial hypercholesterolemia in Ibero-American countries.
        J Clin Lipidol. 2017; 11: 160-166
        • Civeira F.
        • Castillo S.
        • Alonso R.
        • et al.
        Tendon xanthomas in familial hypercholesterolemia are associated with cardiovascular risk independently of the low-density lipoprotein receptor gene mutation.
        Arterioscler Thromb Vasc Biol. 2005; 25: 1960e1965
        • Mata N.
        • Alonso R.
        • Badimón L.
        • et al.
        Clinical characteristics and evaluation of LDL-cholesterol treatment of the Spanish Familial Hypercholesterolemia Longitudinal Cohort Study (SAFEHEART).
        Lipids Health Dis. 2011; 10: 94
        • Ahmad Z.S.
        • Andersen R.L.
        • Andersen L.H.
        • et al.
        US physician practices for diagnosing familial hypercholesterolemia: data from the CASCADE-FH registry.
        J Clin Lipidol. 2016; 10: 1223-1229
        • Latkovskis G.
        • Saripo V.
        • Gilis D.
        • Nesterovics G.
        • Upena-Roze A.
        • Erglis A.
        Latvian registry of familial hypercholesterolemia: The first report of three-year results.
        Atherosclerosis. 2018; 277: 347-354
        • Jannes C.
        • Santos R.
        • de Souza Silva P.
        • et al.
        Familial hypercholesterolemia in Brazil: cascade screening program, clinical and genetic aspects.
        Atherosclerosis. 2015; 238: 101-107
        • Khera A.V.
        • Won H.H.
        • Peloso G.M.
        • et al.
        Diagnostic yield and clinical utility of sequencing familial hypercholesterolemia genes in patients with severe hypercholesterolemia.
        J Am Coll Cardiol. 2016; 67: 2578-2589
        • Kayikcioglu M.
        • Tokgozoglu L.
        • Dogan V.
        • et al.
        What have we learned from Turkish familial hypercholesterolemia registries (A-HIT1 and A-HIT2)?.
        Atherosclerosis. 2018; 277: 341-346
        • Brunham L.R.
        • Ruel I.
        • Khoury E.
        • et al.
        Familial hypercholesterolemia in Canada: Initial results from the FH Canada national registry.
        Atherosclerosis. 2018; 277: 419-424
        • Rizos C.V.
        • Elisaf M.S.
        • Skoumas I.
        • et al.
        Characteristics and management of 1093 patients with clinical diagnosis of familial hypercholesterolemia in Greece: Data from the Hellenic Familial Hypercholesterolemia Registry (HELLAS-FH).
        Atherosclerosis. 2018; 277: 308-313
        • Tilney M.
        Establishing a familial hypercholesterolaemia register - The first year.
        Atheroscler Supplements. 2019; 36: 24-27
      1. https://idf.org/our-network/regions-members/north-america-and caribbean/members/66-mexico.html

        • Besseling J.
        • Kastelein J.J.P.
        • Defesche J.C.
        • Hutten B.A.
        • Hovingh G.K.
        Association between Familial Hypercholesterolemia and Prevalence of Type 2 Diabetes Mellitus.
        JAMA. 2015; 313: 1029-1036
        • Sniderman A.D.
        • Tsimikas S.
        • Fazio S.
        The severe hypercholesterolemia phenotype: clinical diagnosis, management, and emerging therapies.
        J Am Coll Cardiol. 2014; 63: 1935-1947
        • Vallejo-Vaz A.J.
        • Ray K.K.
        Epidemiology of Familial Hypercholesterolaemia: Community and Clinical.
        Atherosclerosis. 2018; 277: 289-297
        • Pérez de Isla L.
        • Alonso R.
        • Mata N.
        • et al.
        Coronary Heart Disease, Peripheral Arterial Disease, and Stroke in Familial Hypercholesterolaemia: Insights From the SAFEHEART Registry (Spanish Familial Hypercholesterolaemia Cohort Study).
        Arterioscler Thromb Vasc Biol. 2016; 36: 2004-2010
        • Steffen B.T.
        • Thanassoulis G.
        • Duprez D.
        • et al.
        Race-Based Differences in Lipoprotein (a)-Associated Risk of Carotid Atherosclerosis. The Multi-Ethnic Study of Atherosclerosis.
        Arterioscler Thromb Vasc Biol. 2019; 39: 523-529
        • Minamea M.H.
        • Bittencourt M.S.
        • Nasire K.
        • Santos R.D.
        Subclinical coronary atherosclerosis and cardiovascular risk stratification in heterozygous familial hypercholesterolemia patients undergoing statin treatment.
        Curr Opin Lipidol. 2019; 30: 82-87
        • Stock J.
        First insights from the EAS familial hypercholesterolaemia collaboration registry: FH is still underdiagnosed and undertreated.
        Atherosclerosis. 2019; 290: 138-139
        • Mach F.
        • Baigent C.
        • Catapano A.L.
        • et al.
        2019 ESC/EAS Guidelines for the management of dyslipidaemias: lipid modification to reduce cardiovascular risk: the Task Force for the management of dyslipidaemias of the European Society of Cardiology (ESC) and European Atherosclerosis Society (EAS).
        Eur Heart J. 2020; 41: 111-188
        • Perez de Isla L.
        • Alonso R.
        • Watts G.F.
        • et al.
        Attainment of LDL-Cholesterol Treatment Goals in Patients With Familial Hypercholesterolemia: 5-Year SAFEHEART Registry Follow-Up.
        J Am Coll Cardiol. 2016; 67: 1278-1285
        • Santos P.C.
        • Morgan A.C.
        • Jannes C.E.
        • et al.
        Presence and type of low density lipoprotein receptor (LDLR) mutation influences the lipid profile and response to lipid-lowering therapy in Brazilian patients with heterozygous familial hypercholesterolemia.
        Atherosclerosis. 2014; 233: 206-210
        • Schüz J.
        • Fored M.
        Chronic disease registries - trends and challenges.
        Methods Inf Med. 2017; 56: 328-329
        • Sierra-Madero J.G.
        • Belaunzaran-Zamudio P.F.
        • Crabtree-Ramírez B.
        • et al.
        Mexico's fragmented health system as a barrier to HIV care.
        Lancet HIV. 2019; 6: e74-e75
        • Doubova S.V.
        • García-Saisó S.
        • Pérez-Cuevas R.
        • et al.
        Barriers and opportunities to improve the foundations for high-quality healthcare in the Mexican Health System.
        Health Policy Plan. 2018; 33: 1073-1082
        • Wong B.
        • Kruse G.
        • Kutikova L.
        • et al.
        Cardiovascular disease risk associated with familial hypercholesterolemia: a systematic review of the literature.
        Clin Therapeut. 2016; 38: 1696-1709