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Evaluation of lipase levels in patients with nephropathia epidemica - no evidence for acute pancreatitis

BMC Infectious Diseases volume 15, Article number: 286 (2015) Cite this article

Abstract

Background

The most common causative agent for hemorrhagic fever with renal syndrome in Germany is Puumala virus (PUUV) and a high percentage of patients with PUUV infection have gastrointestinal (GI) symptoms. The aim of the present study was to determine the prevalence of increased lipase levels and acute pancreatitis during nephropathia epidemica (NE) in 166 patients from Germany.

Methods

Clinical and laboratory data during the acute phase of the disease were obtained from medical reports and files from 456 patients during acute hantavirus infection. Patients in whom serum lipase levels were determined during acute course of the disease were included in the study.

Results

Lipase levels at the time of diagnosis were determined in 166 of the 456 NE patients (36 %). Of the 166 patients, 25 (15 %) had elevated lipase levels at the time of admission to hospital or first contact with general practitioner/nephrologist. In total 7 patients had a threefold increased serum lipase above the normal range. Abdominal pain was not more often present in the group of patients with elevated serum lipase compared to the lipase-negative group (9/25 vs 58/141). Abdominal ultrasound and CT scans revealed no signs of pancreatitis in any of the patients. Patients with elevated serum lipase had higher serum creatinine peak levels (p = 0.03) during the course of the disease.

Conclusions

Elevated lipase levels were common in our patient cohort and might reflect a more severe form of NE. NE does not lead to acute pancreatitis.

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Background

Pathogenic hantaviruses are able to cause disease in humans and after inhalation of virus containing aerosols to known syndromes may arise: haemorrhagic fever with renal syndrome (HFRS), with the milder subtype nephropathia epidemica (NE) and the hantavirus cardiopulmonary syndrome (HCPS). HFRS is endemic in large parts of Eastern and Northern Europe and Asia, whereas clustered outbreaks of HCPS (with case fatality rates (up to 60 %) [1, 2]) have been reported in South and North America [2–4] The growing list of affected countries (developing and developed countries) has led to public health concerns, especially after the outbreak of hantavirus infection in the Yosemite National Park in California during the summer of 2012 and the incidence peak in Germany in 2012 [5, 6]. In Germany, the incidence of HFRS increased from 0.09 cases/100.000 persons in 2001 to 2.47 cases/100.000 persons in 2010 [7]. The most common causative agent for HFRS in Germany is Puumala virus (PUUV) [5]. PUUV causes nephropathia epidemica (NE) [8, 9] and patients typically present with acute kidney injury and thrombocytopenia [10, 11].

Within the prodromal phase of about 3–5 days with flu-like symptoms (fever, headache, nausea/vomiting and/or visual disturbances), a high percentage of patients with PUUV infection have severe gastrointestinal (GI) symptoms, e.g. abdominal pain, nausea and vomiting [9, 10, 12–16]. The clinical presentation might be misleading, resulting in surgery e.g. for suspected appendicitis. Some studies from Asia, Albania and the United States have reported that abdominal pain during the acute phase of HFRS may be caused by acute pancreatitis [17–21]. There have been two case reports of patients with acute pancreatitis during acute HFRS (total 3 patients) from Albania [21] and Korea [20], and further studies from Asia [17, 19] and the United States [18] revealed 25 of 387 patients (6.5 %) with acute pancreatitis during HFRS. In these studies, the acute pancreatitis rate during the acute hantavirus infection ranged between 2.8 % and 54 %. Differential diagnosis of acute kidney injury with signs of systemic inflammation is broad including e.g. leptospirosis (Weil’s disease, Stuttgart disease), sepsis, autoimmune disease, and thrombotic microangiopathy. Recently, we could show that procalcitonin could not be used to exclude acute NE [22]. Therefore, laboratory testing in the emergency department or at first contact with general practitioner/nephrologist include mainly various laboratory values.

It is noteworthy that serum lipase has a sensitivity and specificity for acute pancreatitis ranging from 82 to 100 % [23]. Additionally, increased levels of pancreatic enzymes have been reported in patients with impaired renal function even in the absence of pancreatic diseases although lipase tended to be less frequently raised than pancreatic enzymes [24]

To date, the prevalence of elevated lipase levels and acute pancreatitis and its impact on the clinical course of the disease has not been studied in a cohort of patients with PUUV-induced NE.

The aim of the present study was to determine the prevalence of increased lipase levels and acute pancreatitis during NE in 166 patients from Germany.

Methods

Patients

Between 2001 and 2012, 7476 patients with serologically and clinically confirmed NE were reported to the Robert Koch Institute in Berlin (Robert Koch Institute, SurvStat, www3.rki.de/SurvStat). All patients met the national case definition for hantavirus infection [25, 26] In cooperation with four selected local health authorities in southern Germany (Stuttgart, Boeblingen/Sindelfingen, Esslingen, Reutlingen), all infected patients between 2001 and 2012 were contacted via mail requesting an appointment in our outpatient clinic (in total, 1570 patients were serologically confirmed to have NE).

Between September 2012 and April 2013, 456 out of the 1570 contacted patients with serologically and clinically confirmed NE were included in our study. All patients gave written consent before participating in the study, which was approved by the Ethics Committee of the Ethics Commission of the State Chamber of Medicine in Baden-Württemberg (Stuttgart) (F-2012-046). Studies were conducted in concordance with the Declaration of Helsinki.

Data acquisition

Acute phase of NE

Clinical and laboratory data at the time of diagnosis and during the acute course of the disease were obtained from medical reports and files from the 456 patients. Patients in whom lipase levels were measured during acute course of the disease were included in the current analysis. Patients with serum lipase levels ≥ 60 U/L (normal range < 60 U/L in our laboratory) were classified as lipase positive, while those with serum lipase levels < 60 U/L were classified as lipase negative. Lipase levels were not measured routinely in our study population, but rather at the treating physician’s discretion (certainly in cases of suspected acute pancreatitis).

Definition of diagnosis of acute pancreatitis

The diagnosis of acute pancreatitis requires two of the following three features: (1) abdominal pain consistent with acute pancreatitis (acute onset of a persistent, severe, epigastric pain often radiating to the back); (2) serum lipase activity (or amylase activity) at least three times greater than the upper limit of normal; and (3) characteristic findings of acute pancreatitis on contrast-enhanced computed tomography (CECT) and less commonly magnetic resonance imaging (MRI) or transabdominal ultrasonography [27–29].

Statistical analysis

All continuous variables were tested for normal distribution using the Kolmogorov–Smirnov test and are presented as means ± standard deviations. The median with interquartile range is reported where the distribution was not normal. Nonparametric tests (Fisher’s exact test, Mann–Whitney U test) were used for statistical analysis.

Results

Lipase levels were determined in 166 of the total 456 (36 %) patients at the time of diagnosis of NE. The baseline characteristics of the study population are shown in Table 1. Of the 166 patients, 141 (85 %) had lipase levels within the normal range (<60 U/L) at time of admission to hospital or first contact with general practitioner/nephrologist. Conversely, 25 of the 166 patients had elevated lipase levels (≥60 U/L) and 28 % of these patients had a threefold increased serum lipase above the normal range (7 patients, Table 2). In total, 67 of the 166 patients (40 %) had abdominal pain at time of diagnosis. The number of patients with increased lipase levels was not significantly different between the groups with and without abdominal pain (9/25 vs 58/141). Abdominal ultrasound was performed in 88 % of the patients with elevated serum lipase, but demonstrated no signs of acute pancreatitis. In two patients, CT scans of the abdomen were performed, revealing no signs of pancreatitis.

Table 1 Clinical data of 166 patients in whom serum lipase was measured at time of admission to hospital or first contact with general practitioner/nephrologist, significant p values were marked in bold
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Table 2 Clinical data of 25 patients with elevated Lipase and acute PUUV infection, significant p values were marked in bold
Full size table

Patients with elevated serum lipase were significantly older (p = 0.01), had higher serum creatinine levels at admission (p = 0.008), and higher serum creatinine peak levels (p = 0.03) throughout the course of the disease.

Duration of hospital stay was not different between both groups (p = 0.7). Neither C-reactive protein (CRP) levels nor thrombocyte counts were different between both groups at time of admission to hospital or first contact with general practitioner/nephrologist and throughout the course of the disease (p > 0.05). Patients with at least threefold increased serum lipase above the normal range had lower creatinine levels (2.5 (1.9-2.9) mg/dl vs 3.7 (1.7-6.2) mg/dl), but lower thrombocyte counts (117 (75–277) × 109/L vs 82 (59–11) × 109/L) at time of admission to hospital or first contact with general practitioner/nephrologist and lower creatinine peak levels during acute course of the disease (3.1 (2.7-4.5) mg/dl vs 5.6 (2.9-6.9) mg/dl) without reaching statistical significance (all p > 0.5) (Table 2).

We compared baseline characteristics (e.g. symptoms, laboratory findings, age, creatinine, CRP levels at hospital admission) during the acute course of the disease between patients in whom lipase levels had been tested (n = 166) and those in whom lipase had not been tested (n = 290). No statistically significant differences were observed between the groups except that, in the group of patients in whom lipase levels had been determined, there was a higher number of patients with abdominal pain (p = 0.02), with a lower thrombocyte count (p < 0.05), presenting with headache (p < 0.001), and in whom abdominal ultrasound and CT scans had been performed (Table 3).

Table 3 Clinical data of 456 patients with PUUV infection, significant p values were marked in bold
Full size table

Discussion

This is the first study to determine the prevalence of increased lipase levels and acute pancreatitis in a large cohort of NE patients. At time of diagnosis, a high percentage of patients with PUUV infection had severe gastrointestinal symptoms, e.g. abdominal pain, nausea and vomiting [9, 10, 12–16]. In one-third of our patient cohort, lipase levels were tested, which underlines that acute pancreatitis was a differential diagnosis for NE in patients with signs of inflammation, acute kidney injury with thrombocytopenia, and abdominal pain in a high proportion of patients. In our patient cohort, 15 % of the patients had elevated serum lipase levels at time of diagnosis and 7 patients had a threefold increased serum lipase above the normal range. Only two of them had abdominal pain and none of the patients had signs of acute pancreatitis using imaging techniques (abdominal ultrasound or CT scans). Other studies reported acute pancreatitis rates of between 2.8 % and 54 % during the course of acute hantavirus infection. Recently we demonstrated PUUV antigen in the appendix of an NE patient with severe acute kidney injury, who had undergone surgery because of severe abdominal pain. We investigated biopsies of the human intestine in patients with acute PUUV infection in order to understand why a majority of patients with NE have severe abdominal pain [15], for which there has so far been no pathophysiologic explanation. Immunohistochemical analysis revealed PUUV nucleocapsid antigen in 62 % of the analyzed biopsies, but the presence of PUUV antigen did not correlate with the extent of abdominal complaints [15]. Therefore, we can find no definitive explanation for the abdominal pain. PUUV nucleocapsid antigen was located mainly in endothelial cells of capillaries or larger vessels in the lamina propria of the biopsies of the human intestine. We hypothesized that systemic infection could be linked to the presence of PUUV nucleocapsid antigen in human intestine and might explain the clinical phenotype of severe gastrointestinal symptoms. At present, the cause of the abdominal symptoms is unknown. Involvement of the pancreas might be present in a significant part of the patients, as described in our cohort with about 15 %. This of course does not represent the sole factor of abdominal pain and there seem to be a group of patients with subclinical increases in lipase.

In our study population, only two out of seven patients presented with threefold increased serum lipase levels above the normal range. Remarkably, none of these patients received pancreatitis-specific treatment and none of the patients had an increase of lipase levels within the course of the disease.

Regarding differential diagnosis at time of first contact with the patient, it has to be mentioned that there is still a discussion whether pancreatic enzymes were elevated within threefold normal in patients with impaired kidney function [30, 31] and most NE patients still had acute kidney injury at time of diagnosis. Slightly elevated levels of lipase has been reported in patients with impaired renal function even in the absence of pancreatic diseases [24], but it is noteworthy that the 7 patients with lipase levels more than threefold normal in our study had less impaired clearance as compared to the other lipase positive patients. Therefore impaired clearance may not be the reason for the marked elevated lipase.

In these patients, elevated lipase levels should no lead to misdiagnose acute NE, but acute pancreatitis must be considered if enzyme levels are more than threefold normal in association with clinical manifestations.

In our present study, creatinine peak levels were significantly higher in the group with increased lipase levels compared to the group with normal lipase levels. This indicates a more severe course of the disease. Therefore, another possible explanation for elevated lipase levels in this group of patients could be an enhanced inflammatory response caused by a generalized PUUV infection involving endothelial cells of capillaries within the pancreas.

Several limitations of the evaluation need to be discussed. In our cohort of patients, lipase levels were measured at the physician’s discretion instead of a standardized manner (certainly in cases of suspected acute pancreatitis), which leads to a selection bias. Therefore the incidence of subclinical elevation of lipase levels might be higher. Furthermore, we performed a retrospective non-blinded study of medical case reports, with all known associated limitations, e.g. it would be quite helpful to have alternative biomarkers such as amylase or elastase measured in stool of the patients. Furthermore, amylase was not determined in our study population.

Conclusions

This is the first study to investigate the prevalence of elevated lipase levels and acute pancreatitis and its impact on the clinical course in a large and representative cohort of patients with acute PUUV-induced NE. Elevated lipase levels are common in NE and may reflect a more severe form of NE. Slightly elevated lipase levels should no lead to misdiagnose acute NE, but acute pancreatitis must be considered if enzyme levels are more than threefold normal in association with clinical manifestations.

References

  1. Mertz GJ, Hjelle B, Crowley M, Iwamoto G, Tomicic V, Vial PA. Diagnosis and treatment of new world hantavirus infections. Curr Opin Infect Dis. 2006;19(5):437–42.

    Article  PubMed  Google Scholar 

  2. Goeijenbier M, Wagenaar J, Goris M, Martina B, Henttonen H, Vaheri A, et al. Rodent-borne hemorrhagic fevers: under-recognized, widely spread and preventable - epidemiology, diagnostics and treatment. Crit Rev Microbiol. 2013;39(1):26–42.

    Article  CAS  PubMed  Google Scholar 

  3. Kruger DH, Schonrich G, Klempa B. Human pathogenic hantaviruses and prevention of infection. Hum Vaccin. 2011;7(6):685–93.

    Article  PubMed  PubMed Central  Google Scholar 

  4. Kruger DH, Figueiredo LT, Song JW, Klempa B. Hantaviruses-Globally emerging pathogens. J Clin Virol. 2014.

  5. Kruger DH, Ulrich RG, Hofmann J. Hantaviruses as zoonotic pathogens in Germany. Deutsches Arzteblatt international. 2013;110(27–28):461–7.

    PubMed  PubMed Central  Google Scholar 

  6. Centers for Disease Control and Prevention. Hantavirus pulmonary syndrome in visitors to a national park--Yosemite Valley, California, 2012. MMWR Morb Mortal Wkly Rep. 2012;61(46):952.

    Google Scholar 

  7. Ettinger J, Hofmann J, Enders M, Tewald F, Oehme RM, Rosenfeld UM, et al. Multiple synchronous outbreaks of Puumala virus, Germany, 2010. Emerging infectious diseases. 2012;18(9):1461–4.

    Article  PubMed  PubMed Central  Google Scholar 

  8. Vapalahti O, Mustonen J, Lundkvist A, Henttonen H, Plyusnin A, Vaheri A. Hantavirus infections in Europe. Lancet Infect Dis. 2003;3(10):653–61.

    Article  PubMed  Google Scholar 

  9. Braun N, Haap M, Overkamp D, Kimmel M, Alscher MD, Lehnert H, et al. Characterization and outcome following Puumala virus infection: a retrospective analysis of 75 cases. Nephrol Dial Transplant. 2010;25(9):2997–3003.

    Article  PubMed  Google Scholar 

  10. Krautkramer E, Zeier M, Plyusnin A. Hantavirus infection: an emerging infectious disease causing acute renal failure. Kidney Int. 2013;83(1):23–7.

    Article  PubMed  Google Scholar 

  11. Latus J, Kitterer D, Kimmel M, Alscher MD, Braun N. The Case | Fever, myalgia, visual disorders, and acute kidney failure in a pregnant woman. Diagnosis: Severe acute hantavirus infection. Kidney Int. 2013;84(3):629–31.

    Article  PubMed  Google Scholar 

  12. Latus J, Fritzenkotter M, Schmidt-Chanasit J, Tenner-Racz K, Leibold T, Kimmel M, et al. Hantavirus and acute appendicitis--the diagnosis behind the diagnosis? J Clin Virol. 2012;53(2):156–8.

    Article  PubMed  Google Scholar 

  13. Latus J, Schwab M, Tacconelli E, Pieper FM, Wegener D, Dippon J, et al. Clinical course and long-term outcome of hantavirus-associated nephropathia epidemica, Germany. Emerg Infect Dis. 2015;21(1):76–83.

    Article  PubMed  PubMed Central  Google Scholar 

  14. Latus J, Schwab M, Tacconelli E, Pieper FM, Wegener D, Rettenmaier B, et al. Acute kidney injury and tools for risk-stratification in 456 patients with hantavirus-induced nephropathia epidemica. Nephrol Dial Transplant. 2015;30(2):245–51.

    Article  PubMed  Google Scholar 

  15. Latus J, Tenner-Racz K, Racz P, Kitterer D, Cadar D, Ott G, et al. Detection of Puumala hantavirus antigen in human intestine during acute hantavirus infection. PloS one. 2014;9(5):e98397.

    Article  PubMed  PubMed Central  Google Scholar 

  16. Vaheri A, Strandin T, Hepojoki J, Sironen T, Henttonen H, Makela S, et al. Uncovering the mysteries of hantavirus infections. Nat Rev Microbiol. 2013;11(8):539–50.

    Article  CAS  PubMed  Google Scholar 

  17. Zhu Y, Chen YX, Zhu Y, Liu P, Zeng H, Lu NH. A retrospective study of acute pancreatitis in patients with hemorrhagic fever with renal syndrome. BMC Gastroenterol. 2013;13:171.

    Article  PubMed  PubMed Central  Google Scholar 

  18. Bui-Mansfield LT, Torrington KG, Kim T. Acute pancreatitis in patients with hemorrhagic fever with renal syndrome. Mil Med. 2001;166(2):167–70.

    CAS  PubMed  Google Scholar 

  19. Fan H, Zhao Y, Song FC. Acute pancreatitis associated with hemorrhagic fever with renal syndrome: clinical analysis of 12 cases. Ren Fail. 2013;35(10):1330–3.

    Article  PubMed  Google Scholar 

  20. Kang ES, Lee S, Kim W, Park SK, Lee PW, Kang KP, et al. Acute pancreatitis associated with haemorrhagic fever with renal syndrome. Nephrology (Carlton). 2005;10(4):421–2.

    Article  Google Scholar 

  21. Puca E, Pilaca A, Pipero P, Kraja D, Puca EY. Hemorrhagic fever with renal syndrome associated with acute pancreatitis. Virol Sin. 2012;27(3):214–7.

    Article  PubMed  Google Scholar 

  22. Latus J, Kitterer D, Segerer S, Artunc F, Alscher MD, Braun N. Determination of procalcitonin levels in patients with nephropathia epidemica - a useful tool or an unnecessary diagnostic procedure? Kidney Blood Press Res. 2015;40(1):22–30.

    Article  CAS  PubMed  Google Scholar 

  23. Yadav D, Agarwal N, Pitchumoni CS. A critical evaluation of laboratory tests in acute pancreatitis. Am J Gastroenterol. 2002;97(6):1309–18.

    Article  CAS  PubMed  Google Scholar 

  24. Seno T, Harada H, Ochi K, Tanaka J, Matsumoto S, Choudhury R, et al. Serum levels of six pancreatic enzymes as related to the degree of renal dysfunction. Am J Gastroenterol. 1995;90(11):2002–5.

    CAS  PubMed  Google Scholar 

  25. Winter CH, Brockmann SO, Piechotowski I, Alpers K, an der Heiden M, Koch J, et al. Survey and case–control study during epidemics of Puumala virus infection. Epidemiol Infect. 2009;137(10):1479–85.

    Article  CAS  PubMed  Google Scholar 

  26. (RKI) RKI. Falldefinitionen des Robert Koch Instituts zur Übermittlung von Erkrankungs-oder Todesfällen und Nachweis von Krankheitserregern. (Case definitions for the surveillance of notifiable Infectious diseases in Germany). Accessed 13 May 2012.

  27. Banks PA, Bollen TL, Dervenis C, Gooszen HG, Johnson CD, Sarr MG, et al. Classification of acute pancreatitis--2012: revision of the Atlanta classification and definitions by international consensus. Gut. 2013;62(1):102–11.

    Article  PubMed  Google Scholar 

  28. Banks PA, Freeman ML, Practice Parameters Committee of the American College of G. Practice guidelines in acute pancreatitis. Am J Gastroenterol. 2006;101(10):2379–400.

    Article  PubMed  Google Scholar 

  29. Arvanitakis M, Delhaye M, De Maertelaere V, Bali M, Winant C, Coppens E, et al. Computed tomography and magnetic resonance imaging in the assessment of acute pancreatitis. Gastroenterology. 2004;126(3):715–23.

    Article  PubMed  Google Scholar 

  30. Jiang CF, Ng KW, Tan SW, Wu CS, Chen HC, Liang CT, et al. Serum level of amylase and lipase in various stages of chronic renal insufficiency. Zhonghua Yi Xue Za Zhi (Taipei). 2002;65(2):49–54.

    Google Scholar 

  31. Buchman AL, Ament ME, Moukarzel A. Total serum amylase but not lipase correlates with measured glomerular filtration rate. J Clin Gastroenterol. 1993;16(3):204–6.

    Article  CAS  PubMed  Google Scholar 

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Acknowledgments

We thank the Robert-Bosch Foundation for supporting the study.

Stephan Segerer is supported by a grant from the Fundação Pesquisa e Desenvolvimento Humanitario.

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Authors and Affiliations

  1. Department of Internal Medicine, Division of General Medicine and Nephrology, Robert-Bosch-Hospital, Auerbachstr. 110, 70376, Stuttgart, Germany

    Daniel Kitterer, M. Dominik Alscher, Niko Braun & Joerg Latus

  2. Department of Internal Medicine, Division of Endocrinology, Diabetology, Vascular Disease, Nephrology and Clinical Chemistry, University of Tuebingen, Tuebingen, Germany

    Ferruh Artunc

  3. Division of Nephrology, University Hospital, Zurich, Switzerland

    Stephan Segerer

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  1. Daniel Kitterer
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Correspondence to Joerg Latus.

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Competing interests

The authors declare that they have no competing interests.

Authors’ contributions

JL, NB and DMA conceived the study; JL, NB, DK, SS and FA analyzed the data; all authors contributed to the interpretation of the data and the writing of the paper; JL, NB, SS, DK, DMA and FA were involved in the drafting of the manuscript; and all authors contributed to the final report.

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Kitterer, D., Artunc, F., Segerer, S. et al. Evaluation of lipase levels in patients with nephropathia epidemica - no evidence for acute pancreatitis. BMC Infect Dis 15, 286 (2015). https://doi.org/10.1186/s12879-015-1031-8

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BMC Infectious Diseases

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