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Cheng et al.                                                                                                                                                                                             Advances in liver fibrosis

           scanner,  no additional cost  is  required. [30]  The ARFI   the signals received by the MR machine. [43]  There are
           not only shows the degree of fibrosis, it also provides   still limited studies mentioning the clinical significance
           external information for disease progression for different   of MRE results. Even though it is apparently sensitive
           chronic liver disease, for example HCV. [31]  Another   to  mild  liver  fibrosis,  the  result  may  sometimes  be
           advantage of this tool is that it can provide real-time   unreliable. [44]
           results and easy to perform. The measurement results
           appear to be more accurate in overweight and obese   Serum test formulae
           patients, compared  with  transient  elastography. [32]    Common laboratory parameters
           However, one prominent disadvantage for ARFI is that   Another commonly adopted non-invasive assessment
           the range of its measurement is quite narrow (only from   is based on serum with or without clinical parameters.
           0.5 to  4.4  m/s). [33]   Furthermore,  it  is  quite  difficult  to   Examples including  common parameters in clinical
           match the degree of fibrosis with the wave propagation   practice include aspartate aminotransferase (AST) to
           speed, i.e. a cut-off, which is difficult to be defined. [34]  platelet ratio index (APRI), [45]  Forns index, [46]  Fibrosis-4
                                                              (FIB-4), [47]  Fibroindex, [48]  Hui index, [49]  NAFLD fibrosis
           SWE                                                score (NFS) [50]   and BAAT  score [51]   [Table 1]. These
           SWE is a 2-dimensional ultrasound technique based   parameters are derived from routine liver biochemistry
           on  the estimation  of shear  wave  velocity  from the   panel, so it is quite convenient. These parameters are
           radiation  force of a focused beam of ultrasound, [35]   also technically easy to obtain and with minimal inter-
           and it can be converted results in terms of kPa by an   observer  variations.  Patients  with  advanced  fibrosis
           equation. [36]  No extra vibrator or detector is required as   can  be  identified  by  these  tests. [52]  However, these
           it is integrated into a conventional ultrasound system.   parameters are often validated in just one or two liver
           Besides, elasticity of liver tissues can be shown in   diseases. For example, two scoring systems for CHC
           both numerical values and color (i.e. higher stiffness   patients, namely APRI and FIB-4, are found to be not
           is reflected in red color), which can reflect the relative   useful in CHB patients. [53]
           stiffness of the liver tissue quickly. The numerical values
           can be expressed in either kPa or m/s, which can be   FibroTest ®
           comparable with the results from transient elastography   Some  specific  biochemical  parameters  related
           or ARFI. [37]  Actually, its accuracy is higher compared   to  fibrinolysis  or  fibrinogenesis  are  developed  to
           to transient  elastography  or  AFRI in assessing  the   improve  the  specificity  of  liver  fibrosis  assessment
           degree of fibrosis, especially in those with early-stage   [Table 2].  One  example  is  FibroTest   (BioPredictive,
                                                                                               ®
           liver  fibrosis. [38]  SWE with spleen  stiffness index  is   Paris, France; or known  as Fibrosure  in  the United
                                                                                                ®
           recommended as the first line assessment for patients   States ) consists of 5 components, namely GGT, total
           with liver fibrosis due to chronic hepatitis C in the latest   bilirubin,  α-2  macroglobulin,  apolipoprotein  A1,  and
           guidelines. [39]  However, only a few studies validate its   haptoglobin. Sometimes, another test, ActiTest, would
           clinical application. [38,40]                      also perform together with FibroTest  for assessment
                                                                                               ®
                                                              for liver activity,  with the additional  measurement of
           MRE                                                ALT. The results would be adjusted according to age
           MRE adopts a phase contrast imaging method which   and gender. [54]  FibroTest  is originally used in patients
                                                                                    ®
           depends on mechanical wave propagation to assess   with CHC. [55]  Nowadays it is recommended by different
           the degree of liver stiffness. [41]  Generally, MRE is less   associations concerning liver studies for evaluation of
           operator-dependent  and involved in less technical   liver fibrosis in patients with CHB, NAFLD or alcoholic
           failure. The global picture of the liver can be viewed   liver disease. [56-58]  It is highly reliable and applicable, [59]
           easily, regardless the obesity or severity of the ascites   even  for patients with obesity. [60]  It performs well  for
           of the patients. It  can also give a comprehensive   diagnosis  of liver cirrhosis  for disease  entities other
           assessment for  the  associated  complications, for   than CHC. However,  the results are suboptimal  for
           example portal hypertension  or associated spleen   detecting earlier stages before cirrhosis. [61]
           stiffness. [42]  Meanwhile,  it is useful for diagnosis
           and  staging  of  liver  fibrosis,  even  if  the  fibrosis  is   FibroMeter ®
           very mild.  Another advantage  for MRE is that the   FibroMeter  (Echosens, Paris, France) has been
                                                                        ®
           results  are readily reproducible. [42]   However,  MRE   validated  in  patients  with CHB, CHC, NAFLD  and
           is more expensive  and  time-consuming  compared   alcoholic liver disease. [62]  Platelets, prothrombin index,
           to  ultrasound-based  approach. Respiration  creates   AST,  α-2  macroglobulin,  hyaluronate,  urea  and  age
           artifacts on the images. Another important limitation is   are taken into accounts. [63]   Second generation (2G)
           that it is not applicable on patients with iron overload, or   has put age into another important  parameter. [62]
           hemochromatosis, because iron might create noise for   FibroMeter  has recently reached its third generation
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