- Andrea Costantino1,
- Alessandra Piagnani2,
- Nicoletta Nandi2,
- Valentina Sciola1,
- Marco Maggioni3,
- Francesca Donato4,
- Maurizio Vecchi1,
- Pietro Lampertico4,5,
- Giovanni Casazza5,6 &
- …
- Mirella Fraquelli ORCID:orcid.org/0000-0002-7445-13281
1843Accesses
10Citations
4Altmetric
This article has beenupdated
Abstract
Objective
Fibrosis is the key prognostic factor in chronic liver disease patients. Liver surface nodularity (LSN) is the ultrasonographic sign with the highest accuracy to detect advanced liver fibrosis. The use of pocket-sized ultrasound devices (PUDs) has been assessed in several clinical settings but never as regards chronic liver disease (CLD) severity. Our study aimed at evaluating the feasibility, reproducibility, and diagnostic accuracy of PUD in LSN identification.
Methods
We enrolled all the consecutive adults referred for percutaneous liver biopsy. Two independent operators evaluated LSN by PUD; one sonographer used standard ultrasound (US). Transient elastography (TE) and liver biopsy were performed on all the patients. PUD reproducibility was evaluated by Cohen’sk statistic. PUD, standard US, and TE results were compared with histology staging.
Results
A total of 104 consecutive patients (aged 54 ±14 years) with mixed-etiology CLD were studied. Assessment by PUD was feasible in all the patients and showed very good inter-observer agreement with Cohen’sk = 0.87 (95% CI 0.72–0.95). The diagnostic accuracy estimates for PUD in diagnosing compensated cirrhosis (F = 4) were 87.5% sensitivity, 76.8% specificity, positive likelihood ratio (LR) 3.78, and negative likelihood ratio (LR-) 0.16, while those for standard US and TE (> 12.5 kPa) were, respectively, 87.5% sensitivity, 72.6% specificity, LR+ 3.2, and LR- 0.17, and 87.5% sensitivity, 90.5% specificity, LR + 9.2, and LR- 0.13.
Conclusions
PUD reproducibility in assessing LSN was excellent even with operators of different experience. PUD performed very well in excluding advanced CLD. PUD can be used as a first-line tool for screening patients to undergo more invasive techniques, thus shortening the time for clinical decision-making.
Key Points
•PUD is highly reproducible in assessing the sign of liver surface nodularity.
•PUD showed high diagnostic accuracy in excluding the presence of advanced chronic liver disease.
•PUD can be used as a first-line tool for screening patients with CLD who should undergo more invasive techniques.
Similar content being viewed by others
Explore related subjects
Discover the latest articles, news and stories from top researchers in related subjects.Avoid common mistakes on your manuscript.
Introduction
The need for rapid answers to clinical problems has led to the development of point-of-care pocket-sized ultrasound devices. The basic ultrasound approach with these pocket-sized devices has been defined by the European Federation of Ultrasound Societies in Medicine and Biology (EFSUMB) as “EchoScopy” to distinguish them from standard ultrasound. The EchoScope provides conventional B-mode and color Doppler imaging (CDI) and can be used for bedside assessment of patients in a variety of clinical settings, allowing clinicians to have immediate visual correlation with physical exam results.
Many small and lightweight devices with high-quality imaging are nowadays available, and the inevitable loss of resolution using these tools is offset by the possibility of obtaining immediate support to diagnostic hypotheses and therapeutic decisions [1].
To address the growing interest in this field, many recently published studies describe the usefulness of a pocket-sized ultrasound device (PUD) examination in emergency, clinical, or general practice settings, improving the allocation of more complex and expensive resources and answering common clinical questions [2,3,4,5,7].
In Gastroenterology and Hepatology, PUD is currently part of clinical practice to help solve questions and assist invasive procedures: PUD has proved useful for the initial screening of outpatient patients complaining of intestinal symptoms [2].
In the chronic liver disease (CLD) context, preliminary reports indicate that PUD is a reliable tool for ascites assessment, so it is potentially a reliable first-line screening technique in this context for shortening clinical evaluation [2,8].
Despite the growing interest and technological innovation in this context, no study has been published yet to evaluate the usefulness and reliability of these devices in the assessment of liver surface nodularity.
Liver biopsy is the reference standard to evaluate liver fibrosis, but since it is an invasive procedure, there is an increasing need for non-invasive diagnostic tools capable of assessing the progression of fibrosis in CLD. These instruments need to have good diagnostic accuracy.
There are two main groups of non-invasive methods to assess fibrosis: a first group consists in the use of serological markers that can be measured in the blood, a second group uses imaging techniques, such as ultrasound, MRI, and CT, and such methods as TE [9,10,11,12,13,14,15,16,17,18,19,20,21]. The advantages of these tests are that they are not invasive and there are limited sampling errors and little subjectivity in result evaluation.
LSN has shown different diagnostic accuracies in predicting severe hepatic fibrosis or compensated cirrhosis. In general, it is deducted that LSN sensitivity is between 54 and 92% and specificity between 80 and 95% in the identification of compensated cirrhosis [14].
The aim of this prospective study was to evaluate the reproducibility of PUD as a tool for assessing the sign of liver surface nodularity. The results obtained were compared to those from standard ultrasound technique and transient elastography using liver biopsy as the reference standard.
Material and methods
For inclusion in this study, we evaluated the patients with CLD consecutively admitted to our Gastroenterology and Hepatology Division between October 2018 and January 2020 to have liver biopsy performed for diagnostic or prognostic/therapeutic purposes.
We excluded patients with decompensated chronic liver disease, patients with previous liver transplantation, patients who came to perform a biopsy to a focal liver lesion, < 18-year-old patients, patients who did not give their informed consent, and patients with contraindications for percutaneous liver needle biopsy.
All the eligible subjects were enrolled after obtaining their signed informed consent and after discussing the purpose and procedures of the study.
Socio-demographic and clinical data were acquired for all the patients, including demographic data, weight, height and body mass index (BMI), indication for liver biopsy (diagnostic or prognostic/therapeutic in the context of an already known liver disease), signs and symptoms, clinical history, co-morbidity, medications taken, and any allergies. Alcohol intake was also reported to define the risk factor of CLD.
The sign of LSN was assessed by a high-frequency probe using both VScan DualProbe® (General Electric Healthcare) and by traditional ultrasound equipment, Philips iU22 x Matrix® (Philips); subsequently, the assessment of liver stiffness was performed by transient elastography with Fibroscan® (Echosens). Ultrasound (PUD and traditional US) and TE operators were blinded to each other’s results and to clinical and bio-chemical findings.
PUD and traditional US examination
Before liver biopsy performance, every patient underwent both PUD and standard US examination to search specifically for liver surface nodularity (LSN), which was assessed by means of a 5–12-MHz transducer to examine the whole liver surface and the 2–3-cm outer layer of the liver parenchyma. A nodular aspect of the liver surface results from the effects of fibrosis and the regenerative nodules on the liver capsule. The sign was searched for in both the right (intercostal scan) and the left (subcostal scan) lobes and, according to a previous study by our group [14], it was considered to be positive if, instead of a straight and regular hyperechoic line, the liver surface appeared as a dotted or irregular line and/or the liver parenchyma was not homogeneous but showed areas of different echogenicity, reflecting underlying nodularity.
Assessment by PUD was firstly performed by an inexperienced operator (a first-year resident GE with a 10-day PUD training), blinded to the patient’s clinical and laboratory tests.
Then PUD examination was carried out by a second expert operator (with > 1000 US performed) who was blinded both to the result of the patient’s clinical and laboratory data and to the PUD results obtained by the first operator.
At the end of the examination, the second operator filled the LSN evaluation form in, and then performed the examination by standard ultrasound equipment for LSN evaluation.
Figure1 shows the normal linear liver surface pattern visualized respectively by standard US and PUD.
Standard US and PUD scans obtained with a 5–12-MHz transducer.A Normal pattern: linear liver surface with normal homogeneous parenchyma.B Liver surface nodularity: liver surface appears as a dotted or irregular line and liver parenchyma shows areas of different echogenicity reflecting the underlying nodularity.C Normal pattern: linear liver surface with normal homogeneous parenchyma.D Liver surface nodularity: liver surface appears as a dotted or irregular line and liver parenchyma shows areas of different echogenicity reflecting the underlying nodularity
Transient elastography
The right liver lobe was accessed through an intercostal space while the patient was lying in the dorsal decubitus position with the right arm at maximum abduction. By FibroScan ultrasonography (US) guide, a portion of liver of at least 60-mm thickness, free of large vessels, was identified for examination. The results were expressed as the median value of the total number of measurements. The success rate was calculated as the number of validated measurements divided by the total number of measurements.
According to the EASL guidelines [15], we have made use of the XL probe instead of M probe in those patients whose BMI was > 30 kg/m2 or if the skin-to-liver-capsule distance was > 25 mm. In addition, the latest versions of the FibroScan machine now include the APS tool, which indicates which probe should be used for LSM. In practice, the APS tool indicates “M” or “XL” on the FibroScan screen when the probe is placed on the skin.
The results were expressed in kiloPascal (kPa). The median value was considered representative of the elastic modulus of the liver. Repeated measurements were performed until at least 10 valid values were obtained, for which the software could calculate the median value with a success rate of at least 60% and an interquartile range (IQR), which had to be less than one-third the median value of the measurements in order to be considered acceptable.
According to the results from a previous study by our group [16], the following cutoff values were used to determine liver fibrosis stage: > 7.9 kPa for the diagnosis of significant fibrosis (F ≥ 2), > 10.3 kPa for severe fibrosis (F ≥ 3), and > 12.5 kPa for cirrhosis.
Histology
Liver biopsy was performed by an experienced hepatologist with a 18-gauge Menghini needle (Biomol; Hospital Service) under US guidance. The liver tissue was fixed in formalin and embedded in paraffin. Slices of liver tissue, 5-mm thick, were stained with H&E and Masson trichrome, and were examined by an expert liver pathologist (M.M.), who was blinded to the results of PUD, standard US, TE, and clinical data. Only those samples with 15-mm length and including at least 12 complete portal tracts were considered adequate. Liver fibrosis was semi-quantitatively evaluated and staged on a 5-point scale according to METAVIR (F0, no fibrosis; F1, portal fibrosis without septa; F2, portal fibrosis and few septa; F3, numerous septa without cirrhosis; F4, cirrhosis).
Necro-inflammatory activity (A) was also graded on a 4-point scale (A0, none; A1, mild; A2, moderate; A3, severe). The length of each liver specimen (in millimeters) and the number of fragments were recorded. Steatosis in the liver specimen was arbitrarily graded from 0 to 3 according to the percentage of fatty hepatocytes (0, < 5%; 1, 5–24%; 2, 25–49%; 3, > 50%). The length of each liver specimen (in millimeters) and the number of fragments were recorded.
Statistical analysis
Cohen’s kappa statistic was used to assess the agreement between observers as regards the evaluation of qualitative variables, surface nodularity, and homogeneity of the parenchyma, assessed by PUD. The level of concordance between PUD and traditional US results in the identification of these two signs was also calculated. By comparing the results, slight agreement was defined fork = 0.00–0.20; discrete fork = 0.21–0.40; moderate fork = 0.41–0.60; substantial fork = 0.61–0.75; and practically full fork = 0.76–1 [17].
As regards the surface nodularity sign, assessed by PUD and standard US, sensitivity, specificity, positive and negative likelihood ratios (LR + and LR- with their respective 95% confidence intervals (95% CI)) for the diagnosis of advanced fibrosis (F3–F4).
The diagnostic accuracy estimates for each index test (PUD, standard US, and TE) in excluding or confirming advanced fibrosis (F3–F4) were compared and also compared to the results from liver biopsy, taken as the reference standard for fibrosis staging.
Any technically inadequate results of the techniques examined were treated on the basis of an intention-to-diagnose principle (diagnostic false negative or false positive in the presence or absence of the disease).
The study was written according to the STARD 2015 guidelines (Supplementary file).
Results
In total, 118 patients were consecutively considered for inclusion in the study, of whom 14 were excluded because they had previously undergone liver transplantation. The remaining 104 patients met the selection criteria for our study and were enrolled: 56 women (54%, mean age: 51 ± 14 years, range 18–75 years). Their demographic, laboratory, and etiological data are summarized in Table1.
LSN assessment by PUD proved feasible in all the patients for both operators as was standard US. The inter-observer agreement on PUD assessing the presence of LSN was almost perfect with a Cohen’sk value of 0.87 (95% CI 0.72–0.95).
TE was successful in all the patients and no failures or indeterminate results (SR < 10 valid measurements, IQR > 30% of the median value) were observed. The mean hepatic stiffness value was 9.1 ± 6.98 kPa, with a median of 7.5 kPa (range 3.3–49.8 kPa).
Liver biopsy was successfully performed on all the patients, yielding liver specimens of 24.7 mm (range 15–48), with 85% of the specimens being longer than 20 mm. For the final evaluation, one liver sample (1%) was inadequate. At histology, 22 patients (21%) showed no signs of fibrosis (F = 0), 29 patients (28%) had mild fibrosis (F = 1), 24 patients (23%) showed significant fibrosis (F = 2), 20 patients (19%) had advanced fibrosis (F = 3), and the remaining 8 (8%) had signs of cirrhosis (F = 4). For the purposes of our study, we identified two groups of patients, 28 with severe fibrosis (F ≥3) and 75 with absence of severe fibrosis (F 0–2). There were 23 (23%) patients with grade 1 steatosis, 29 (27 %) had grade 2 or 3 steatosis, and 52 (50%) had no steatosis.
The histological findings are summarized in Table2.
The first operator found LSN positivity at PUD examination in 32 patients, among whom 22 had a Metavir score F≥3. The second operator found LSN positivity in 29 patients, among whom 23 had a Metavir scoreF ≥ 3. For the diagnosis of advanced fibrosis and compensated liver cirrhosis at histology, the diagnostic accuracy of PUD, standard ultrasound, and TE are expressed by the diagnostic estimates in Table3.
The median TE value in patients with F0 was 4.8 kPa, 7.5 kPa in those withF ≥ 2, and 11.7 kPa in those withF ≥ 3. Statistically significant differences for stiffness values were found between F0–F1 and F2 (p = 0.027), between F0–F1 and F3–F4 (p < 0.0001), and between F2 and F3–F4 (p = 0.0029).
Discussion
The present study has shown that PUD has excellent reproducibility in assessing LSN even with operators of different experience. Reproducibility is a sine qua non pre-requisite for the adoption of any test. Notably, PUD has performed very well in excluding advanced liver disease and thus can be used as a first-line tool for screening patients to undergo more invasive techniques.
On considering the primary outcome of diagnostic accuracy, PUD has shown high sensitivity as compared to the histological reference standard for cirrhosis (Sn 87.5%) and comparable to TE, even if the latter showed higher specificity at around 90%. Regarding the diagnosis of advanced fibrosis, PUD and TE have shown similar results. The good diagnostic accuracy of PUD in identifying LSN, expressed as good sensibility to rule advanced fibrosis out, was similar to standard US and TE, with histology as the term of comparison. Therefore, considering the lower cost and easy-to-carry convenience of PUD, its use can be recommended at hospital bedside or in a primary care setting, to perform as a screening test to select patients at lower risk. More expensive and invasive techniques, such as CT or MRI, can be reserved to patients at higher or indeterminate risk, as a confirmation test in a secondary or tertiary care setting. The false-negative result at PUD and standard US was a man with morbid obesity (BMI > 35) who presented with severe steatosis (70–80%) at histology. False-positive results, again super-imposable for PUD and standard US, occurred at the evaluation of the liver structure as “granular,” in the absence of advanced fibrosis, and probably attributable to an initial deposition of fibrotic tissue in the more superficial parts of the parenchyma. Such a circumstance might be characteristic of some types of liver disease (vascular, idiopathic portal hypertension), but not that significant from a histological-clinical point of view.
Regarding TE, the estimates of diagnostic accuracy to predict advanced fibrosis and cirrhosis were similar to previous studies on the same cohort [16]. Overall, the sensitivity values were similar to those of the two other US techniques, while TE specificity was slightly higher. It is interesting to note that those patients affected by an important clinical-histological inflammation and by severe cholestasis, which presents falsely higher hepatic stiffness values compared to the actual stage of fibrosis at histology, were correctly assessed through ultrasound techniques, this supporting the notion that the latter methods are not influenced by inflammation nor cholestasis when evaluating fibrosis. Finally, compared to transient elastography, the advantage of ultrasound techniques is that their results are not affected by the possible presence of ascites, usually a sign of cirrhosis and also present in patients with a non-cirrhotic liver. Therefore, ultrasound can be considered better performing in this clinical situation (presence of ascites), compared to TE.
As previously reported in several papers [22,23,24,25], the main obstacles to a correct evaluation by ultrasound and elastography methods are related to high BMI. In the present study, the diagnostic accuracy of both PUD and standard US has shown to be reduced in patients with high BMI (≥ 28 kg/m2), confirmation of the fact that the main limit for ultrasound remains the increased subcutaneous thickness.
This study has shown some limitations: it applied a 5-degree histology score (METAVIR classification) for staging liver fibrosis regardless of etiology of chronic liver disease, despite this system of classification being used for viral liver diseases. However, in order not to underestimate the degree of fibrosis, in our study the adequacy criteria of the biopsy samples were pre-defined in terms of length and number of portal spaces, and no inadequate sample was collected. Another limit is the size of the sample: the data collected are still limited (only 8 patients who underwent liver biopsy, had cirrhosis at histology), so further studies are needed to confirm these results.
A further limitation we should acknowledge is that the negative predictive value (NPV) strongly depends on the prevalence of the target condition: since we had 8/104 patients with cirrhosis, this low prevalence would ensure good NPV even with a sub-optimal diagnostic test. However, the good performance of the test in a screening strategy is also supported by LR- estimation, providing low values. In fact, the likelihood ratios are independent from pre-test probability, that is the prevalence of the target condition. Nevertheless, the strengths of this study are many: it is a prospective phase II study and a diagnostic accuracy study. It analyzed both diagnostic accuracy and reproducibility. Reproducibility was evaluated between two operators blind to each other’s results. The diagnostic accuracy of the index test (PUD) in identifying LSN (target condition) was compared to histology as the reference standard. There was a single target condition, which was evaluated on the same day with PUD, traditional US, and TE, and with the reference standard of biopsy also performed on the same day. The study population is a population of consecutive patients who were referred to our tertiary referral center for liver biopsy. The population was heterogeneous of different CLD etiologies, on one side this reducing the internal validity of the present study, but on the other side enabling to increase the external validity in a hepatology primary care or general medicine setting.
In conclusion, the key deliverable of this study is the evidence that, even after a short period of training, an operator can rely on PUD to rule out the clinical suspicion of advanced fibrosis/compensated cirrhosis. Thanks to its small size, availability, and low cost, PUD can be used as a screening tool for selecting patients who need to undergo more invasive examination in order to have the presence of advanced liver disease confirmed. As a triage test to immediately exclude advanced stage diseases, PUD can contribute to a reduced prescription of additional tests, especially in liver outpatient primary or secondary care settings, where traditional ultrasound equipment is not always available.
Change history
22 July 2022
In this article the following funding information was added: Open access funding provided by Università degli Studi di Milano within the CRUI-CARE Agreement.
Abbreviations
- CDI :
Color Doppler imaging
- CLD :
Chronic liver disease
- LSN :
Liver surface nodularity
- PUDs :
Pocket-sized ultrasound devices
- TE :
Transient elastography
- US :
Ultrasound
References
Barreiros AP, Cui XW, Ignee A, De Molo C, Pirri C, Dietrich CF (2014) EchoScopy in scanning abdominal diseases: initial clinical experience. Z Gastroenterol 52(3):269–275
Colli A, Prati D, Fraquelli M et al (2015) The use of a pocket-sized ultrasound device improves physical examination: results of an in- and outpatient cohort study. PLoS One 10(3):e0122181
Andersen GN, Graven T, Skjetne K et al (2015) Diagnostic influence of routine point-of-care pocket-size ultrasound examinations performed by medical residents. J Ultrasound Med 34(4):627–636
Coşkun F, Akıncı E, Ceyhan MA, Sahin Kavaklı H (2011) Our new stethoscope in the emergency department: handheld ultrasound. Ulus Travma Acil Cerrahi Derg 17(6):488–492
Mancusi C, Carlino MV, Sforza A (2019) Point-of-care ultrasound with pocket-size devices in emergency department. Echocardiography. 36(9):1755–1764
Kobal SL, Trento L, Baharami S et al (2005) Comparison of effectiveness of hand-carried ultrasound to bedside cardiovascular physical examination. Am J Cardiol 96(7):1002–1006
Cardim N, Dalen H, Voigt JU et al (2019) The use of handheld ultrasound devices: a position statement of the European Association of Cardiovascular Imaging (2018 update). Eur Heart J Cardiovasc Imaging 20(3):245–252
Keil-Ríos D, Terrazas-Solís H, González-Garay A, Sánchez-Ávila JF, García-Juárez I (2016) Pocket ultrasound device as a complement to physical examination for ascites evaluation and guided paracentesis. Intern Emerg Med 11(3):461–466
Mehta SH, Lau B, Afdhal NH, Thomas DL (2009) Exceeding the limits of liver histology markers. J Hepatol 50(1):36–41
Pinzani M (2006) Non-invasive evaluation of hepatic fibrosis: don't count your chickens before they're hatched. Gut 55(3):310–312
Duarte-Rojo A, Altamirano JT, Feld JJ (2012) Noninvasive markers of fibrosis: key concepts for improving accuracy in daily clinical practice. Ann Hepatol 11(4):426–439
Rigamonti C, Donato MF, Fraquelli M et al (2008) Transient elastography predicts fibrosis progression in patients with recurrent hepatitis C after liver transplantation. Gut 57(6):821–827
Aubé C, Oberti F, Korali N et al (1999) Ultrasonographic diagnosis of hepatic fibrosis or cirrhosis. J Hepatol 30(3):472–478
Colli A, Fraquelli M, Andreoletti M, Marino B, Zuccoli E, Conte D (2003) Severe liver fibrosis or cirrhosis: accuracy of US for detection--analysis of 300 cases. Radiology 227(1):89–94
European Association for Study of Liver; Asociacion Latinoamericana para el Estudio del Higado (2015) EASL-ALEH Clinical Practice Guidelines: Non-invasive tests for evaluation of liver disease severity and prognosis. J Hepatol 63(1):237–264
Fraquelli M, Rigamonti C, Casazza G et al (2007) Reproducibility of transient elastography in the evaluation of liver fibrosis in patients with chronic liver disease. Gut. 56(7):968–973
Fleiss JL (1986) The design and analysis of clinical experiments. John Wiley and Sons, New York, p 7
Moon KM, Kim G, Baik SK et al (2013) Ultrasonographic scoring system score versus liver stiffness measurement in prediction of cirrhosis. Clin Mol Hepatol 19(4):389–398
Smith AD, Branch CR, Zand K et al (2016) Liver surface nodularity quantification from routine CT images as a biomarker for detection and evaluation of cirrhosis. Radiology 280(3):771–781 Erratum in: Radiology. 2017; 283(3):923
Lo GC, Besa C, King MJ et al (2017) Feasibility and reproducibility of liver surface nodularity quantification for the assessment of liver cirrhosis using CT and MRI. Eur J Radiol Open 21(4):95–100
Besa C, Wagner M, Lo G et al (2018) Detection of liver fibrosis using qualitative and quantitative MR elastography compared to liver surface nodularity measurement, gadoxetic acid uptake, and serum markers. J Magn Reson Imaging 47(6):1552–1561
Dhyani M, Roll SC, Gilbertson MW et al (2017) A pilot study to precisely quantify forces applied by sonographers while scanning: a step toward reducing ergonomic injury. Work. 58(2):241–247
Puigvehí M, Broquetas T, Coll S et al (2017) Impact of anthropometric features on the applicability and accuracy of FibroScan® (M and XL) in overweight/obese patients. J Gastroenterol Hepatol 32(10):1746–1753
Foucher J, Castéra L, Bernard PH et al (2006) Prevalence and factors associated with failure of liver stiffness measurement using FibroScan in a prospective study of 2114 examinations. Eur J Gastroenterol Hepatol 18(4):411–412
Castéra L, Foucher J, Bernard PH et al (2010) Pitfalls of liver stiffness measurement: a 5-year prospective study of 13,369 examinations. Hepatology 51(3):828–835
Funding
Open access funding provided by Università degli Studi di Milano within the CRUI-CARE Agreement.. The authors state that this work has not received any funding.
Author information
Authors and Affiliations
Gastroenterology and Endoscopy Division, Foundation IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Milan, Italy
Andrea Costantino, Valentina Sciola, Maurizio Vecchi & Mirella Fraquelli
University of Milan, Milan, Italy
Alessandra Piagnani & Nicoletta Nandi
Pathology Division, Foundation IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Milan, Italy
Marco Maggioni
Gastroenterology and Hepatology Division, Foundation IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Milan, Italy
Francesca Donato & Pietro Lampertico
CRC “A. M. and A. Migliavacca” Center for Liver Disease, Department of Pathophysiology and Transplantation, University of Milan, Milan, Italy
Pietro Lampertico & Giovanni Casazza
Department of Biomedical and Clinical Sciences, “L. Sacco” Hospital, University of Milan, Milan, Italy
Giovanni Casazza
- Andrea Costantino
You can also search for this author inPubMed Google Scholar
- Alessandra Piagnani
You can also search for this author inPubMed Google Scholar
- Nicoletta Nandi
You can also search for this author inPubMed Google Scholar
- Valentina Sciola
You can also search for this author inPubMed Google Scholar
- Marco Maggioni
You can also search for this author inPubMed Google Scholar
- Francesca Donato
You can also search for this author inPubMed Google Scholar
- Maurizio Vecchi
You can also search for this author inPubMed Google Scholar
- Pietro Lampertico
You can also search for this author inPubMed Google Scholar
- Giovanni Casazza
You can also search for this author inPubMed Google Scholar
- Mirella Fraquelli
You can also search for this author inPubMed Google Scholar
Corresponding author
Correspondence toMirella Fraquelli.
Ethics declarations
Guarantor
The scientific guarantor of this publication is Dr. Mirella Fraquelli (Gastroenterology and Endoscopy Unit, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Milano, Italy).
Conflict of interest
The authors of this manuscript declare no relationships with any companies whose products or services may be related to the subject matter of the article.
Statistics and biometry
One of the authors (GC) has significant statistical expertise.
Informed consent
Written informed consent was obtained from all subjects (patients) in this study.
Ethical approval
Institutional Review Board approval was obtained.
Methodology
• prospective
• cross-sectional study
• diagnostic
• performed at one institution
Additional information
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary Information
ESM 1
(PDF 296 kb)
Rights and permissions
Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visithttp://creativecommons.org/licenses/by/4.0/.
About this article
Cite this article
Costantino, A., Piagnani, A., Nandi, N.et al. Reproducibility and diagnostic accuracy of pocket-sized ultrasound devices in ruling out compensated cirrhosis of mixed etiology.Eur Radiol32, 4609–4615 (2022). https://doi.org/10.1007/s00330-022-08572-2
Received:
Revised:
Accepted:
Published:
Issue Date:
Share this article
Anyone you share the following link with will be able to read this content:
Sorry, a shareable link is not currently available for this article.
Provided by the Springer Nature SharedIt content-sharing initiative