No retraction, correction or concern found when last checked on Oct 24, 2026.
Evolving Trends in Female to Male Incidence and Male Mortality of Primary Biliary Cholangitis
Ana Lleo, Peter Jepsen, Emanuela Morenghi and 7 more
Scientific Reports · 2016 · CC BY
Abstract
Primary biliary cholangitis (PBC) has been regarded as female-predominant without evidence of gender difference in survival. We aimed to compare the overall survival, incidence and prevalence of PBC in two well defined population-based studies over a recent decade, considering also sex ratios and mortality. We have taken advantage of population-wide records, during 2000–2009, in Lombardia, Northern Italy and Denmark. We focused on the incident cases of PBC, including gender and outcome, among 9.7 million inhabitants of Lombardia and 5.5 million of Denmark. In Lombardia there were 2,970 PBC cases with a female:male ratio of 2.3:1. The age/sex-adjusted annual incidence of PBC was 16.7 per million. Point prevalence was 160 per million on January 1 st 2009. In Denmark there were 722 cases of incident PBC, female:male ratio was 4.2:1 and the annual incidence was 11.4 per million, a point prevalence of 115 per million in 2009. Cox regression multivariate analysis identified male sex as an independent predictor of all-cause mortality in both Italian (HR 2.36) and Danish population (HR 3.04). Our data indicate for PBC a sex ratio significantly lower than previously cited, a reversal of the usual latitudinal difference in prevalence and a surprisingly higher overall mortality for male patients.
Full text
From PubMed Central, U.S. National Library of Medicine, as current on Oct 24, 2026. Paragraph numbers are ours, so an answer can point at one.
Autoimmune diseases include more than 70 different conditions affecting approximately 5% of the population of developed countries; they are a major health problem and can greatly impair the quality of life of affected subjects. Primary biliary cholangitis (PBC), until recently known as Primary Biliary Cirrhosis, is considered a model autoimmune disease because of the homogeneity among patients and the high disease specificity of the accompanying anti-mitochondrial and antinuclear antibodies (AMA, ANA); there has been an enormous effort in studying PBC in both humans and murine models. The pathogenesis of PBC remains enigmatic despite the well-established influence of environmental and genetic factors and including extensive immunological data. Reliable epidemiological data could suggest clues to etiology by identifying environmental factors, which initiate the disease in predisposed individuals. According to earlier data PBC is considered a disease predominantly affecting women with female:male (F:M) ratios of up to 10:1 and is therefore a prime example of the characteristic sexual dimorphism in autoimmunity. There is a wide variation among studies of incidence and prevalence rates, with rates increasing over time. Thus the annual incidence and prevalence rates of PBC per 100,000 inhabitants have ranged from 0.33–5.8 per 100,000 and 1.91–40.2, respectively; attributed to ethnic differences in study populations, methods, and case ascertainment. Most epidemiological studies are performed in developed countries. True population-based studies are scarce, and studies based on case finding are subject to obvious shortcomings which pertain also for other autoimmune diseases. Indeed, there have been multiple attempts to understand the female predominance in a variety of autoimmune and inflammatory diseases.
Administrative databases are an alternative data source that should overcome some of the weaknesses evident in previous studies and herein we assess data derived from two such databases, for Lombardia, Italy and for Denmark, regions located at latitudinal extremes of continental Europe. Thus we aimed to compare the overall mortality, incidence and prevalence of PBC in two well-defined population-based studies over a recent decade, 2000–2009, considering also sex ratios and mortality. Lombardia, is a Northern Italian province with a population of some 9.7 million, Denmark counts nearly 5.5 million inhabitants.
Data sources and study population
Two databases were used to identify subjects with PBC and retrieve data, the administrative database of the inpatient population in Lombardia, a Northern Italian province with a population of 9.7 million, and Denmark with a population of about 5.5 million, using the Danish National Patient Registry.
Lombardia accommodates 191 health facilities, including 29 public academic and community hospitals, records over 150 million out-patient visits and provides over 2 million hospital admissions annually. The administrative database contains information on all patients discharged from any hospital in the region, and includes sex, date of birth, discharge diagnoses based on the WHO International Classification of Diseases 9th Edition, Clinical Modification (ICD-9-CM), dates of hospitalization and discharge, and date and cause of death for patients who died in hospital; data were recorded since 2000. Moreover, all Italian citizens enjoy universal, tax-financed healthcare, enabling access to diagnostic and therapeutic procedures in public hospitals after the charge of a co-payment; subjects affected by chronic diseases, including PBC, can obtain a disease-specific exemption code that frees them from the co-payment. Given that the exemption code frees subjects affected by a chronic disease from the co-payment due for visits and procedures, the number of affected patients that do not request the exemption code is almost nil. Therefore, the exemption code was used in this study to supplement the inpatient registry since it allows identification of PBC patients that never required hospitalization. The study population included subjects over 20 years of age with “Biliary cirrhosis” (571.6) as the primary or secondary diagnosis between January 1st, 2000 and December 31st 2009. The date of PBC diagnosis was defined as the date on which patients received their first such diagnosis. Individual information from the register was linked to a serial number by a third party to preserve anonymity. We obtained dates of all cause of death only from in-hospital events since it was not possible to obtain them from the exemption code. Indeed, there is no updating of the exemption data due to death or emigration. Prevalence was calculated matching data from hospital access of PBC patients from 2000 to 2009 and active exemption codes, since the exemption code allowed us to identify PBC patients that were not admitted into a hospital during the study time.
In order to compare our results with those for a different population and jurisdiction, and given that outpatients are not included in the Lombardia administrative database, we accessed the Danish National Patient Registry and identified all Danish citizens diagnosed with PBC during 2000–2009. Denmark has a population of 5.5 million, and the Registry has recorded data from all admissions to Danish non-psychiatric hospitals since 1977. We selected the same information as that included in the Lombardia study, however discharge diagnoses were based on ICD-8 in 1977–1993 and since 1994 on ICD-10. ‘Primary biliary cirrhosis’ was defined by the code K74.3 in ICD-10, so differing from ‘secondary biliary cirrhosis’ (K74.4) and ‘non-specific biliary cirrhosis’ (K74). The date of PBC diagnosis was defined as the date on which patients received their first PBC diagnosis, and patients diagnosed with PBC before 2000 were excluded. Dates of death were obtained from the Danish Central Office of Civil Registration System, which tracks the vital status of Danish residents and is continuously updated.
Statistical analysis
The incidence rate was defined and computed as the number of patients with a first-time diagnosis of PBC in a particular year divided by the total number of inhabitants at the beginning of that year. For Lombardia, we used a 4 year washout period (2000–2004) to avoid including prevalent cases due to the fact that data recording started in 2000, and determined a 6 year span time (from Jan 1st 2004 to Dec 31st 2009) with no significant variation of the Standardized Incidence Ratio (SIR) (Poisson regression rate P = 0.15). The incidence rate for a range of years was obtained by summing the numerator and denominator for each year. All incidence rates were age-standardized to the WHO Standard Population with the direct standardization method and 95% confidence intervals (CI) based on the Poisson distribution. The prevalence was computed as the proportion of citizens with PBC divided by the total number of citizens at the beginning of each year, again standardized to the WHO Standard Population. We used the Kaplan-Meier method to estimate survival probabilities, and we used Cox regression to estimate the mortality hazard ratio for men versus women adjusting for age at diagnosis and calendar year of diagnosis, both entered as continuous variables. Relative survival analysis was performed in order to estimate PBC patients’ survival with respect to that of the general population. The analysis was performed using public open access databases reporting general population all causes mortality, including separate data for sex and class of age. All statistical analyses were done using Stata statistical software 12.0 (Stata Corporation, College Station, TX, USA).
Incidence, prevalence, and female:male ratio
On Jan 1st 2010 there were 9,742,676 registered residents in Lombardia. Among these, the PBC cohort comprised 2,970 patients of whom 2,073 (69.8%) were female. The mean age at diagnosis was 61.7 (95% CI 61.5–62.7), with a slight, but statistically significant, difference between males (60.8 years) and females (62.1 years). A 2.3:1 F:M ratio was observed for this PBC cohort. In Denmark, among 5,534,738 residents, there were 722 PBC cases identified, 584 females and 138 males in the 10-year observation time with the F:M ratio being 4.2:1. The mean age at diagnosis was 60.7 years, 59.3 in males and 61.1 in females.
SIRs of PBC for Lombardia, standardized on a WHO Standard Population, was 16.7 per million/year during 2004–2009, compared to 11.4 million/year in Denmark (Table 1A). However the trend between both populations was not homogeneous as confirmed by the regression model applied (Lombardia Poisson regression rate p < 0.0005, Denmark Poisson regression rate p = 0.48) (Fig. 1A). We hypothesize that, since no administrative data in Lombardia were available before 2000, in the first years after 2000 there would be a mix of truly incident patients and patients who were in fact diagnosed with PBC before 2000. We therefore assume a 4-year washout was needed in order to avoid SIR overestimation and determined a six-year span time (from Jan 1st 2004 to Dec 31st 2009) with no significant variation of SIR (p = 0.15) (Fig. 1B). The sex-specific SIR shows that the F:M ratio remained constant over the studied decade in both Lombardia and Denmark (data not shown).
The mean point prevalence of PBC in Lombardia in 2009 was 160 cases per million (234 female, 81 male) Table 1B. The prevalence in 2009 seems to be the most reliable one for Lombardia since the rate did not reach a plateau during the follow-up period (Fig. 2). Indeed, whereas point prevalence remains constant during the study time in Denmark (Poisson P = 0.12), it increases from 2000 to 2009 (P < 0.0005) (Fig. 2A,B). Such dynamics seem to be related to the method in use for diagnosis identification. In Lombardia a diagnosis of PBC was made at admission to the hospital starting from 2000 whereas Danish registries recorded a prevalent diagnosis even if it was made before 2000. In order to avoid this limitation we put together the exemption code registry in Lombardia and the inpatient registry data, eliminate duplicates, and calculated the point prevalence in 2010 which was 295 cases per million (486 female, 159 male)
Survival and prognostic factors: males fare badly/do worse
2,970 incident PBC cases in Lombardia were observed for a mean follow-up of 4.8 years, and 14,446 person-year from PBC diagnosis. The 1, 5 and 10 year survival rate estimation was respectively 86% (CI 85–87%), 70% (CI 69–72%) and 61% (CI 59–64%) (Fig. 3A). The sex specific survival at 1, 5 and 10 years was significantly higher for females (n = 2,073), respectively 89% (CI 88–91%), 77% (CI 75–78%) and 67% (CI 65–70%) than for males (n = 897), respectively 78% (CI 75–80%), 55% (CI 52–59%) and 47% (CI 43–51%) (Fig. 3B). In Denmark a survival analysis was done by following 722 incident cases for 2,780 person-years from PBC diagnosis, with an mean follow up of 3.9 years. Survival rate estimates, at 1, 5 and 10 years, were similar to those observed in Lombardia, respectively 87% (CI 84–89%), 67% (CI 63–71%) and 54% (CI 48–60%) (Fig. 3C). The sex specific survival rate in Denmark resembled the higher mortality in men with PBC observed in Lombardia since, in Denmark, survival of females at 1, 5 and 10 years was 90% (IC 87–92%), 73% (CI 69–77%) and 60% (CI 53–67%) and in males, 72% (CI 63–79%), 42% (CI 32–51%) and 27% (CI 14–43%) (Fig. 3D). Most importantly the relative survival analysis demonstrated that the higher mortality in men with PBC was independent of the higher male mortality in the general population (Fig. 4).
Using the Cox proportional hazard model, including sex, age at diagnosis and year of diagnosis (Table 2), male sex was associated with a higher risk of all-causes death for both populations: Hazard Ratio (HR) 2.36 in Lombardia, and 3.04 in Denmark.
Discussion
In the present study we report the epidemiology and natural history of PBC for two populations, Lombardia and Denmark, reflecting two diverse latitudes of continental Europe. Our findings include a significantly lower than hitherto cited F:M ratio for both the Italian and Danish populations, a probable decrease in incidence over time (particularly for Lombardia), a lack of any latitudinal prevalence gradient, and a surprisingly higher overall mortality for male than female PBC patients for both populations.
One strength of our study is the use of population-based databases, which obviates the selection bias inherent in studies restricted to just a single or a few health facilities or reference centers. The use of administrative data has been well validated for the Danish model, ensuring registration of any event within the health system of defined geographical boundaries.
Previous epidemiological research on PBC, mainly European, has reported incidence rates ranging from 2 to 49 cases per million/year and prevalence of between 19 and 402 cases per million (Table 3); our data fit within the wide range reported and are significantly different among them. Of note, our data showed that the trend between both populations was not homogeneous with an apparent decrease in incidence over time especially in Lombardia. We hypothesize that, since no administrative data in Lombardia were available before 2000, in the first years after 2000 there would be a mix of truly incident patients and patients who were in fact diagnosed with PBC before 2000. Indeed, assuming a 4-year washout was needed in order to avoid SIR overestimation, no significant variation of SIR was determined.
On the other side, the much larger number of diagnoses of PBC in Lombardia may be explicable by a heightened awareness of physicians to liver diseases since, in Italy as in other Mediterranean countries, there is a higher prevalence of viral hepatitis. Moreover, the heterogeneity of epidemiological data can be the result of demographic changes, increasing survival, earlier diagnosis, improved treatment and greater recognition of the disease by physicians and patients. Furthermore, the diagnostic rate of PBC may have overall increased during these years.
The ratio of females to males with PBC in Lombardia was 2.3:1, lower than that observed in Denmark (4.2:1); however, in both cohorts the female:male ratio was far lower than any other sex ratio previously reported (Table 3). Of note, two other large epidemiological studies based on administrative data demonstrate a higher than expected presence of male PBC patients (Table 4). One of these is a recent paper comprising data from 33 different autoimmune disease patients from administrative databases in Sweden. The authors included 2,852 PBC patients, 1,080 of which were male, showing a female: male ratio of 1.6:1, in accordance with the trend revealed by our data and other population based studies. Data obtained from reference centers demonstrate that prevalence is strongly biased to females (9:1), possibly influenced by the greater use by women of medical check-ups in highly specialized centers. The present analysis of population-wide registers, however, reflects a muted difference in the frequency of PBC between the sexes more in conformity with that seen in other autoimmune diseases.
Importantly, besides the differences in incidence and prevalence in Northern Italy and Denmark, the relatively higher mortality in male PBC patients was consistent in both datasets. Indeed, male sex was confirmed to be an independent predictor of all-cause mortality in both populations. This finding has been reported once, but has not been generally replicated; however, the Canadian epidemiological study did report male sex as an independent predictor of mortality (HR 5.06). Several hypotheses can be offered for the causes of increased male mortality, including lack of compliance, additional environmental exposures and unknown sex factors that may modulate immunity. Thus, Carbone et al. in a recent study from UK, showed that men were significantly less likely to have responded to ursodeoxycholic acid (UDCA) than women; male sex was an independent predictor of nonresponse on multivariate analysis. Moreover, Carbone and colleagues reported than men were less likely to be symptomatic, which may be a cause of delay in diagnosis. Unfortunately no data regarding symptoms, use of UDCA and adherence to therapy were available in our database; similarly no clinical data were available in our database that would have helped to ascertain whether liver-related deaths were more frequent. We used the need for liver transplant as a surrogate endpoint for liver related death, but only 39 PBC patients in Demark and 58 in Lombardia were transplanted during the decade of study, suggesting that there was no association.
Our study has some weaknesses that could, at least in part, explain the reported differences between the two included populations. First, the diagnosis code used in Lombardia (ICD-9-CM 571.6) identifies cases of biliary cirrhosis including therefore cases of secondary biliary cirrhosis. Unfortunately, with ICD-9 secondary biliary disease that cannot be excluded, which reduces the specificity and may explain the higher number of cases of PBC reported in Lombardia. Of note, primary sclerosing cholangitis (PSC) has its own code in the Italian system and, therefore, no PSC patients were included. Second, a non-coded diagnosis of PBC at release from the hospital, as well as among outpatients with no exemption code would not be identified in the Italian database whereas the Denmark Registry does include that information. Third we obtained dates of death only from in-hospital events since it was not possible to obtain these from the exemption code. This will probably lead to underestimation of overall mortality, however it will not change the male: female ratio.
In conclusion, our population studies based on disease registers questions some long-held beliefs on determinants of PBC. Females, although more frequently affected by PBC, seem to have a better outcome. Our findings clearly define an important clinical message for the hepatologist: male PBC patients have higher mortality than their female counterparts, such that close clinical follow-up and checking adherence to therapy are strongly recommended. In addition, a steadily increasing prevalence in Lombardia points to possible unsuspected environmental effects in causation, at least in that population, although biased estimation due to factors like increasing awareness of the disease or increasing hospitalization of patients cannot be excluded. Finally, the cause(s) of increased male mortality in PBC calls for a larger and prospective study and should be addressed in the future with well-designed observational trials.
Additional Information
How to cite this article: Lleo, A. et al. Evolving Trends in Female to Male Incidence and Male Mortality of Primary Biliary Cholangitis. Sci. Rep. 6, 25906; doi: 10.1038/srep25906 (2016).
References 60
- 1.
Whitacre C. C. Sex differences in autoimmune disease. Nat Immunol 2, 777–780 (2001 ).
Not in our library10.1038/ni0901-777
- 2.
Beuers U.. Changing nomenclature for PBC: From ‘cirrhosis’ to ‘cholangitis’. Hepatology 62, 1620–1622 (2015 ).
Not in our library10.1002/hep.28140
- 3.
Beuers U.. Changing Nomenclature for PBC: From ‘Cirrhosis’ to ‘Cholangitis’. Gastroenterology 149, 1627–1629 (2015 ).
Not in our library10.1053/j.gastro.2015.08.031
- 4.
Beuers U.. Changing nomenclature for PBC: from ‘cirrhosis’ to ‘cholangitis’. Gut 64, 1671–1672 (2015 ).
Not in our library10.1136/gutjnl-2015-310593
- 5.
Beuers U.. Changing nomenclature for PBC: From ‘cirrhosis’ to ‘cholangitis’. J Hepatol 63, 1285–1287 (2015 ).
Not in our library10.1016/j.jhep.2015.06.031
- 6.
Beuers U.. Changing Nomenclature for PBC: From ‘Cirrhosis’ to ‘Cholangitis’. Clin Gastroenterol Hepatol 13, 1867–1869 (2015 ).
Not in our library10.1016/j.cgh.2015.08.025
- 7.
Beuers U.. Changing Nomenclature for PBC: From ‘Cirrhosis’ to ‘Cholangitis’. Am J Gastroenterol 110, 1536–8 (2015 ).
Not in our library10.1038/ajg.2015.312
- 8.
Beuers U.. Changing nomenclature for PBC: From ‘cirrhosis’ to ‘cholangitis’. Clin Res Hepatol Gastroenterol 39, e57–59 (2015 ).
Not in our library10.1016/j.clinre.2015.08.001
- 9.
Beuers U.. Changing nomenclature for PBC: From ‘cirrhosis’ to ‘cholangitis’. Dig Liver Dis 47, 924–926 (2015 ).
Not in our library10.1016/j.dld.2015.08.007
- 10.
Katsumi T.. Animal models of primary biliary cirrhosis. Clin Rev Allergy Immunol 48, 142–153 (2015 ).
Not in our library10.1007/s12016-015-8482-y
- 11.
- 12.
Li Y.. Chemokine (C-X-C motif) ligand 13 promotes intrahepatic chemokine (C-X-C motif) receptor 5+ lymphocyte homing and aberrant B-cell immune responses in primary biliary cirrhosis. Hepatology 61, 1998–2007 (2015 ).
Not in our library10.1002/hep.27725
- 13.
Yao Y.. Distinct from its canonical effects, deletion of IL-12p40 induces cholangitis and fibrosis in interleukin-2Ralpha(−/−) mice. J Autoimmun 51, 99–108 (2014 ).
Not in our library10.1016/j.jaut.2014.02.009
- 14.
Shimoda S.. Natural killer cells regulate T cell immune responses in primary biliary cirrhosis. Hepatology 62, 1817–1827 (2015 ).
Not in our library10.1002/hep.28122
- 15.
Beuers U. & Gershwin M. E. Unmet challenges in immune-mediated hepatobiliary diseases. Clin Rev Allergy Immunol 48, 127–131 (2015 ).
Not in our library10.1007/s12016-015-8484-9
- 16.
Wang L.. CXCR5+ CD4+T follicular helper cells participate in the pathogenesis of primary biliary cirrhosis. Hepatology 61, 627–638 (2015 ).
Not in our library10.1002/hep.27306
- 17.
Wang Y. H.. Systems biologic analysis of T regulatory cells genetic pathways in murine primary biliary cirrhosis. J Autoimmun 59, 26–37 (2015 ).
Not in our library10.1016/j.jaut.2015.01.011
- 18.
Yang F.. The Natural History and Prognosis of Primary Biliary Cirrhosis with Clinical Features of Autoimmune Hepatitis. Clin Rev Allergy Immunol 50, 114–123 (2015 ).
Not in our library10.1007/s12016-015-8516-5
- 19.
Yang J. B.. Successful treatment of murine autoimmune cholangitis by parabiosis: Implications for hematopoietic therapy. J Autoimmun 66, 108–117 (2015 ).
Not in our library10.1016/j.jaut.2015.09.002
- 20.
Lammers W. J.. Development and Validation of a Scoring System to Predict Outcomes of Patients With Primary Biliary Cirrhosis Receiving Ursodeoxycholic Acid Therapy. Gastroenterology 149(7), 1804–1812 (2015 ).
Not in our library10.1053/j.gastro.2015.07.061
- 21.
Sun Y.. Women and primary biliary cirrhosis. Clin Rev Allergy Immunol 48, 285–300 (2015 ).
Not in our library10.1007/s12016-014-8449-4
- 22.
Trivedi P. J.. Stratification of hepatocellular carcinoma risk in primary biliary cirrhosis: a multicentre international study. Gut 65, 321–9 (2016 ).
Not in our library10.1136/gutjnl-2014-308351
- 23.
Hirschfield G. M., Heathcote E. J. & Gershwin M. E. Pathogenesis of cholestatic liver disease and therapeutic approaches. Gastroenterology 139, 1481–1496 (2010 ).
Not in our library10.1053/j.gastro.2010.09.004
- 24.
Invernizzi P. Geoepidemiology of autoimmune liver diseases. J Autoimmun 34, J300–306 (2010 ).
Not in our library10.1016/j.jaut.2009.12.002
- 25.
Invernizzi P. Liver auto-immunology: The paradox of autoimmunity in a tolerogenic organ. J Autoimmun 46, 1–6 (2013 ).
Not in our library10.1016/j.jaut.2013.08.006
- 26.
Leung P. S.. Environment and primary biliary cirrhosis: electrophilic drugs and the induction of AMA. J Autoimmun 41, 79–86 (2013 ).
Not in our library10.1016/j.jaut.2012.12.007
- 27.
Mells G. F., Kaser A. & Karlsen T. H. Novel insights into autoimmune liver diseases provided by genome-wide association studies. J Autoimmun 46, 41–54 (2013 ).
Not in our library10.1016/j.jaut.2013.07.004
- 28.
Invernizzi P.. Frequency of monosomy X in women with primary biliary cirrhosis. Lancet 363, 533–535 (2004 ).
Not in our library10.1016/s0140-6736(04)15541-4
- 29.
Zhang H., Carbone M., Lleo A. & Invernizzi P. Geoepidemiology, Genetic and Environmental Risk Factors for PBC. Dig Dis 33 Suppl 2, 94–101 (2015 ).
Not in our library10.1159/000440754
- 30.
Lleo A.. DNA methylation profiling of the X chromosome reveals an aberrant demethylation on CXCR3 promoter in primary biliary cirrhosis. Clin Epigenetics 7, 61 (2015 ).
Not in our library10.1186/s13148-015-0098-9
- 31.
Kaplan M. M. & Gershwin M. E. Primary biliary cirrhosis. N Engl J Med 353, 1261–1273 (2005 ).
Not in our library10.1056/nejmra043898
- 32.
Podda M., Selmi C., Lleo A., Moroni L. & Invernizzi P. The limitations and hidden gems of the epidemiology of primary biliary cirrhosis. J Autoimmun 46, 81–7 (2013 ).
Not in our library10.1016/j.jaut.2013.06.015
- 33.
Trivedi P. J.. Stratification of hepatocellular carcinoma risk in primary biliary cirrhosis: a multicentre international study. Gut 65, 321–329 (2016 ).
Not in our library10.1136/gutjnl-2014-308351
- 34.
Boonstra K., Beuers U. & Ponsioen C. Y. Epidemiology of primary sclerosing cholangitis and primary biliary cirrhosis: a systematic review. J Hepatol 56, 1181–1188 (2012 ).
Not in our library10.1016/j.jhep.2011.10.025
- 35.
Guillemin F. Describing the epidemiology of rheumatic diseases: methodological aspects. Curr Opin Rheumatol 24, 187–192 (2012 ).
Not in our library10.1097/bor.0b013e32834ff314
- 36.
Coit P.. Epigenome profiling reveals significant DNA demethylation of interferon signature genes in lupus neutrophils. J Autoimmun 58, 59–66 (2015 ).
Not in our library10.1016/j.jaut.2015.01.004
- 37.
Hewagama A.. Overexpression of X-linked genes in T cells from women with lupus. J Autoimmun 41, 60–71 (2013 ).
Not in our library10.1016/j.jaut.2012.12.006
- 38.
- 39.
Frank L. Epidemiology. When an entire country is a cohort. Science 287, 2398–2399 (2000 ).
Not in our library10.1126/science.287.5462.2398
- 40.
Frank L. Epidemiology. The epidemiologist’s dream: Denmark. Science 301, 163 (2003 ).
Not in our library10.1126/science.301.5630.163
Reads
Read by people on this page
None yet.
Checked or read by AI through naulon
None yet.
A person counts once a day per paper. We keep no cookie and no address: a reader is a hash that changes every day. Any month under five reads shows no number.
Are you an author?
Is this your paper?
Claim it to add your note and be paid when agents cite it. Free.