section name header

Authors

Chapter Summary

Cancers Staged Using This Staging System

Hepatocellular carcinoma (HCC), Fibrolamellar carcinoma (fibrolamellar variant of HCC)

Cancers Not Staged Using This Staging System

These histopathologic types of cancerAre staged according to the classification for…and can be found in chapter…
Intrahepatic cholangiocarcinomaIntrahepatic bile ducts23
Combined hepatocellular-cholangiocarcinomaIntrahepatic bile ducts23
Sarcomas of the liverSoft tissue sarcoma of the abdomen and thoracic visceral organs42

Summary of Changes

ChangeDetails of ChangeLevel of Evidence
Definition of Primary Tumor (T)T1 is now divided into two subcatgories: T1a, solitary tumor less than or equal to 2 cm; and T1b, solitary tumor without vascular invasion, greater than 2 cm.II
Definition of Primary Tumor (T)T2 now includes solitary tumor with vascular invasion greater than 2 cm, or multiple tumors, none greater than 5 cm.II
Definition of Primary Tumor (T)T3a is now recategorized as T3.III
Definition of Primary Tumor (T)T3b: Tumors involving a major branch of the portal vein or hepatic vein formerly were categorized as T3b and are now categorized as T4.III

ICD-O-3 Topography Codes

CodeDescription
C22.0Liver

WHO Classification of Tumors

This list includes histology codes and preferred terms from the WHO Classification of Tumors and the International Classification of Diseases for Oncology (ICD-O). Most of the terms in this list represent malignant behavior. For cancer reporting purposes, behavior codes /3 (denoting malignant neoplasms), /2 (denoting in situ neoplasms), and in some cases /1 (denoting neoplasms with uncertain and unknown behavior) may be appended to the 4-digit histology codes to create a complete morphology code.

CodeDescription
8170Hepatocellular carcinoma
8171Hepatocellular carcinoma, fibrolamellar variant
8172Hepatocellular carcinoma, scirrhous
8173Hepatocellular carcinoma, spindle cell variant
8174Hepatocellular carcinoma, clear cell type

Histology is not ideal for clinical use in patient care, as it describes an unspecified or outdated diagnosis. Data collectors may use this code only if there is not enough information in the medical record to document a more specific diagnosis.

Bosman FT, Carneiro F, Hruban RH, Theise ND, eds. World Health Organization Classification of Tumours of the Digestive System. Lyon: IARC; 2010. Used with permission.

International Agency for Research on Cancer, World Health Organization. International Classification of Diseases for Oncology. ICD-O-3-Online.http://codes.iarc.fr/home. Accessed September 29, 2017. Used with permission.

Introduction

Hepatocellular carcinoma (HCC) is the sixth most common malignancy in the world and is responsible for 600,000 deaths annually. HCC is an etiology-driven malignancy, mainly the result of cirrhosis that is attributed to hepatitis B, hepatitis C, alcohol, nonalcoholic steatohepatitis, and many genetically inherited metabolic diseases, the most common of which is hemochromatosis. These entities may be associated with HCC in the absence of cirrhosis. Chronic hepatitis C infection contributes the most to the incidence of HCC in the United States. The advent of novel protease inhibitors as curative therapies for hepatitis C is expected to reduce hepatitis C incidence and prevalence and, thus, hepatitis C-related HCC. However, the continued rise in morbid obesity and diabetes most likely will lead to a continued increase in nonalcoholic steatohepatitis-related HCC.1

Cirrhosis is a major component of the clinical presentation and a key determinant of prognosis. Anatomic stage is the other major determinant of outcome and prognosis. TNM staging helps determine curative resectability, as well as the presence and extent of vascular invasion, a key determinant of potential cure versus no cure. However, staging HCC remains a challenge, as incorporating components of the anatomic extent of the disease and the presence of cirrhosis have led to multiple staging and scoring systems, on which opinions continue to differ.2 The lack of consensus regarding HCC staging is driven mainly by the etiology-specific prognostic factors. Nonetheless, TNM staging will continue to serve as the backbone for the anatomic description of disease extent as part of most other staging and scoring systems.

Classification Rules

Primary Site(s)

The liver has a dual blood supply from the hepatic artery and portal vein. Tumors are fed by the arterial blood supply. The liver is divided into right and left hemilivers by a plane called the Rex-Cantlie line, which projects between the gallbladder fossa and the vena cava and is defined by the middle hepatic vein. Couinaud refined knowledge about the functional anatomy of the liver and proposed dividing the liver into four sectors and eight segments. In this nomenclature, the liver is divided by vertical and oblique planes, or scissurae, defined by the three main hepatic veins, and a transverse plane or scissura that follows a line drawn through the right and left portal branches, making the four sectors (right paramedian, right lateral, left paramedian, and left lateral), which are further divided into segments by the transverse scissura (Figure 30.1). The eight segments are numbered clockwise in the frontal plane. Recent advances in hepatic surgery have enabled anatomic (also called systematic) resections along these planes.

Histologically, the liver is divided into lobules, each of which is drained by central veins. The portal triads between the lobules contain the intrahepatic bile ducts and the blood supply, which consists of small branches of the hepatic artery and portal vein and intrahepatic lymphatic channels.

HCC may spread through capsular invasion, extracapsular invasion, vascular invasion, and/or intrahepatic metastases. Tumors may extend through the liver capsule to adjacent organs (adrenal gland, diaphragm, and colon) or may rupture, causing acute hemorrhage and peritoneal metastasis.

30.1 Couinaud's segmental anatomy of the liver. The liver is divided into two hemilivers and eight segments according to the portal venous ramification pattern. Three major hepatic veins represent the position of scissural planes.

Regional Lymph Nodes

The regional lymph nodes are the hilar, hepatoduodenal ligament, inferior phrenic, and caval lymph nodes, among which the most prominent are the hepatic artery and portal vein lymph nodes.

Metastatic Sites

The most common sites of extrahepatic dissemination are the lungs and bones. Recent data show that up to 28% of patients with HCC may have bone metastases as the first site of extrahepatic disease. Intrahepatic venous dissemination remains poorly understood, and it remains difficult to differentiate between satellitosis and multifocal tumors.

Clinical Classification

Clinical manifestations may include malaise, anorexia, and abdominal pain. A mass effect or cirrhosis-related ascites may cause abdominal fullness. Spontaneous rupture, causing acute abdominal pain and distension, represents a potentially fatal event that warrants prompt diagnosis and management. Hepatitis serologic studies—hepatitis B surface antigen, hepatitis B core antibody, and hepatitis C antibody—are warranted. If applicable, a polymerase chain reaction quantitative viral load assay also should be performed. An assessment of liver function and degree of cirrhosis is key; the Child-Pugh scoring system is used most commonly (Table 30.1). In patients treated with systemic therapy, liver biopsy is important for translational research to elucidate key signaling pathways that may be targeted with novel therapies. Liver biopsy is a comparatively safe and well-tolerated procedure.

30.1 Child-Pugh Score

Points
123
Albumin (g/dL)>3.52.8-3.5<2.8
Bilirubin (mg/dL)<2.02.0-3.0>3.0
Prothrombin time
Seconds<44-6>6
INR<1.71.7-2.3>2.3
AscitesNoneModerateSevere
EncephalopathyNoneGrade I-IIGrade III-VI
Child-Pugh class A5-6 points
Child-Pugh class B7-9 points
Child-Pugh class C10-15 points

The T classification is based primarily on the results of a multicenter international study of pathological factors affecting prognosis after resection of HCC.3 The classification considers the presence or absence of vascular invasion (as assessed radiographically or microscopically), the number of tumor nodules (single vs. multiple), and the size of the largest tumor. The simplified classification adopted in the AJCC Cancer Staging Manual, 6th Edition and 7th Edition, stratifies patient survival well (Figure 30.2). This staging system subsequently was validated in multiple studies after liver resection4-10 and in a large multicenter series after liver transplantation (Figure 30.3).11

In a recent study of 1,109 patients with solitary HCC measuring up to 2 cm, neither microvascular invasion nor histologic grade had an impact on long-term survival (Figure 30.4).12 Based on these data, the AJCC Cancer Staging Manual, 8th Edition divides T1 disease into two subcategories: T1a, for patients with solitary HCC less than or equal to 2 cm irrespective of microvascular invasion, and T1b for patients with solitary HCC greater than 2 cm without microvascular invasion. The survival curve for solitary HCC greater than 2 cm with microvascular invasion was similar to that for multiple HCCs less than or equal to 5 cm. Therefore, these two groups were classified together in a revised T2 category.

In another long-term survival study of 754 patients, there was no survival difference between patients with T3a and those with T3b tumors (p = 0.073), or between patients with T3b and those with T4 tumors (p = 0.227).13 Thus, the revised 8th Edition reclassifies T3a as T3 and adds T3b to the T4 category.

Major vascular invasion is defined as invasion of the branches of the main portal vein (right or left portal vein, excluding the sectoral and segmental branches),3 one or more of the three hepatic veins (right, middle, or left),3 or the main branches of the proper hepatic artery (right or left hepatic artery).

Multiple tumors include satellitosis, multifocal tumors, and intrahepatic metastases. Assessment of lymph node involvement by clinical or radiographic means is a challenge, as reactive lymph nodes may be present. Invasion of adjacent organs other than the gallbladder or perforation of the visceral peritoneum is considered T4.

Imaging

Several imaging modalities have relatively high sensitivity and specificity for diagnosis or staging of HCC, although test performance is suboptimal for small or well-differentiated HCC. Computed tomography (CT) and magnetic resonance (MR) imaging with intravenous contrast are the preferred examinations to detect HCC, and constitute key elements in defining the TNM stage.14-16 CT scanning should be performed with hepatic arterial, portal venous, and delayed venous phases. Similarly, if MR imaging is used, precontrast, arterial, venous, and delayed phases are essential. CT scanning frequently is the first examination, particularly if MR imaging is not available or is contraindicated. Ultrasound has lower sensitivity for detection of HCC, although it may be used to evaluate for vascular invasion of the portal and hepatic veins through color Doppler imaging.

Suggested Report Format
  1. Liver morphology: describe whether cirrhotic or noncirrhotic
  2. Portal hypertension: spleen size, ascites, varices
  3. Tumor
    1. Primary tumor
    2. Number
    3. Size (centimeters)
    4. Location: involved segments
    5. Characterization (enhancement, pseudocapsule, fat on in- and opposed-phase T1-weighted MR imaging, calcification)
    6. Satellite lesion(s)
  4. Local extent
    1. If present, describe vascular involvement.
  5. Regional lymph nodes
    1. If present, describe abnormal or suspicious nodes, especially those in the porta hepatis, periceliac, and portacaval spaces.
  6. Distant metastases
    1. If present, describe metastatic lesions on CT, MR imaging, PET/CT, or bone scans.

Pathological Classification

Complete pathological staging consists of evaluation of the primary tumor, including histologic grade, regional lymph node status, and underlying liver disease. Tumor size, number, and margin add to the critical prognostic data. Portal venous tumor thrombus should be clearly documented, as it carries a poor prognosis. Tumor grade is based on the degree of nuclear pleomorphism, as described by Edmonson and Steiner. Because of the prognostic significance of underlying liver disease in HCC, it is recommended that the results of the histopathologic analysis of the adjacent (nontumorous) liver be reported. Advanced fibrosis/cirrhosis (modified Ishak score of 5-6) is associated with a worse prognosis than absence of or moderate fibrosis (modified Ishak score of 0-4). Although grade and underlying liver disease have prognostic significance, they are not included in the current staging system.

Regional lymph node involvement is rare (5%). Positive lymph nodes are classified as Stage IV because they carry the same prognosis as cases with distant metastases. For pathological classification, vascular invasion includes gross as well as microscopic involvement of vessels.

Registry Data Collection Variables
  1. AFP
  2. Fibrosis score
  3. Hepatitis serology
  4. Creatinine (part of the MELD score)
  5. Bilirubin (part of the MELD score)
  6. Prothrombin time (INR; part of the MELD score)

Prognostic Factors

Prognostic Factors Required for Stage Grouping

Beyond the factors used to assign T, N, or M categories, no additional prognostic factors are required for stage grouping.

Additional Factors Recommended for Clinical Care

Cirrhosis

Although there is clear agreement on the prognostic value of the extent of hepatic fibrosis, how to incorporate it into clinically relevant prognostic systems remains a controversy.2 Child-Pugh remains the most commonly used scoring system for assessing prognosis of cirrhosis and has been used in most clinical trials. The Okuda staging system17 was the first clinical system to join tumor extent parameters with cirrhosis-related ones. Other systems include the Cancer of the Liver Italian Program (CLIP),18 the Chinese University Prognostic Index (CUPI) scoring system, the Groupe d'Etude et de Traitement du Carcinoma Hepatocellulaire (GETCH) staging system, the Japan Integrated Staging (JIS) system, and the Barcelona Clinic Liver Cancer (BCLC) classification system.19 The BCLC couples prognosis with treatment assignment.

AJCC Level of Evidence: II

Fibrosis Score

Multiple fibrosis scoring systems have been described for use in pathological evaluation of liver disease. The system most commonly used by US pathologists is the Batts-Ludwig system20; other systems include the modified Ishak scoring system21 and the METAVIR score.22 The latter is used more widely in Europe than in the United States.

The Ishak scoring system uses a 0-6 scale.

F0:Fibrosis score 0-4 (no to moderate fibrosis)

F1: Fibrosis score 5-6 (severe fibrosis or cirrhosis)

The Batts-Ludwig system uses a 0-4 scale, with a score of 3 defined as fibrous septa with architectural distortion but no obvious cirrhosis, and a score of 4 defined as cirrhosis.

AJCC Level of Evidence: II

α-Fetoprotein

α-Fetoprotein (AFP) is a nonspecific serum protein that generally is elevated in the setting of HCC, especially hepatitis B-related HCC.23 It has been an integral part of different scoring and staging systems, including the CLIP and CUPI. However, because of its nonspecificity, levels should be interpreted in the context of other findings, such as results of imaging studies. AFP is reported to be useful as a predictive marker for response to therapy; however, this application requires prospective study evaluation.24

AJCC Level of Evidence: II

Model for End-stage Liver Disease Score

Model for End-stage Liver Disease (MELD) scoring is useful in determining prognosis and prioritizing for receipt of a liver transplant.25 MELD uses serum bilirubin, serum creatinine, and international normalized ratio (INR) to predict survival. MELD is used by the United Network for Organ Sharing (UNOS) to help allocate livers for transplant.

AJCC Level of Evidence: II

c-Met

c-Met receptor tyrosine kinase is the focus of several clinical trials of tyrosine kinase inhibitors and monoclonal antibodies as a therapeutic target. A prognostic impact has been suggested,26 but this has yet to be assessed in larger, prospective studies.

Insulin-like Growth Factor 1

Insulin-like growth factor 1 (IGF-1) has been shown to correlate with hepatic reserve in patients with HCC.27

Vascular Endothelial Growth Factor

Higher plasma levels of vascular endothelial growth factor (VEGF) have been shown to correlate significantly with advanced clinicopathologic parameters and poor overall survival.28

Risk Assessment

Risk Assesment Models

The AJCC recently established guidelines that will be used to evaluate published statistical prediction models for the purpose of granting endorsement for clinical use.29 Although this is a monumental step toward the goal of precision medicine, this work was published only very recently. Therefore, the existing models that have been published or may be in clinical use have not yet been evaluated for this cancer site by the Precision Medicine Core of the AJCC. In the future, the statistical prediction models for this cancer site will be evaluated, and those that meet all AJCC criteria will be endorsed.

Recommendations

The following stratification criteria stem from the prognostic factor analyses that are suggested for use in clinical trials focusing on HCC, depending on the specific objectives of the study, the cancer stage(s), and the population under study, including sample size.

TNM Definitions

Definition of Primary Tumor (T)

T CategoryT Criteria
TXPrimary tumor cannot be assessed
T0No evidence of primary tumor
T1Solitary tumor less than or equal to 2 cm, or greater than 2 cm without vascular invasion
T1aSolitary tumor less than or equal to 2 cm
T1bSolitary tumor greater than 2 cm without vascular invasion
T2Solitary tumor greater than 2 cm with vascular invasion, or multiple tumors, none greater than 5 cm
T3Multiple tumors, at least one of which is greater than 5 cm
T4Single tumor or multiple tumors of any size involving a major branch of the portal vein or hepatic vein, or tumor(s) with direct invasion of adjacent organs other than the gallbladder or with perforation of visceral peritoneum

Definition of Regional Lymph Node (N)

N CategoryN Criteria
NXRegional lymph nodes cannot be assessed
N0No regional lymph node metastasis
N1Regional lymph node metastasis

Definition of Distant Metastasis (M)

M CategoryM Criteria
M0No distant metastasis
M1Distant metastasis

Stage Prognostic

!!Calculator!!

When T is…and N is…and M is…Then the stage group is…
T1aN0M0IA
T1bN0M0IB
T2N0M0II
T3N0M0IIIA
T4N0M0IIIB
Any TN1M0IVA
Any TAny NM1IVB

Histopathologic type

Fibrolamellar carcinoma, previously known as fibrolamellar variant of HCC, lacks a specific staging system; thus, the current HCC staging system should be used. Lymph node involvement is much more common in fibrolamellar carcinoma than in HCC. In view of the common involvement of lymph nodes in fibrolamellar carcinoma, lymphadenectomy commonly is considered part of its surgical treatment.

The staging classification does not apply to biliary tumors, specifically intrahepatic cholangiocarcinomas, including combined hepatocellular-cholangiocarcinoma, which are considered in a separate staging system (see Chapter 23). It also does not apply to primary sarcoma or metastatic tumors.

Histologic grade

HISTOLOGIC GRADE (G)

GG Definition
GXGrade cannot be assessed
G1Well differentiated
G2Moderately differentiated
G3Poorly differentiated
G4Undifferentiated

Survival

30.2 Survival after resection for HCC according to stage grouping. Data from Vauthey et al.3

30.3 Survival after liver transplantation for HCC according to according to stage grouping. Data adapted from Vauthey et al.11

30.4 Comparison of the new classification for solitary tumor and the 7th Edition classification for multiple HCC. Data from Shindoh et al.12

Bibliography

  1. Abou-Alfa GK, Jarnagin W, Lowery M, D'Angelica M, Brown K, Ludwig E. Liver and bile duct cancer. In: Niederhuber J, Armitage J, Doroshow J, Kastan M, Tepper J, eds. Abeloff's Clinical Oncology. 5 ed. Philadelphia, PA: Churchill Livingstone Elsevier; 2013.
  2. Huitzil-Melendez FD, Capanu M, O'Reilly EM, et al. Advanced hepatocellular carcinoma: which staging systems best predict prognosis? J Clin Oncol. Jun 10 2010;28(17):2889-2895.
  3. Vauthey JN, Lauwers GY, Esnaola NF, et al. Simplified staging for hepatocellular carcinoma. J Clin Oncol. Mar 15 2002;20(6):1527-1536.
  4. Cheng CH, Lee CF, Wu TH, et al. Evaluation of the new AJCC staging system for resectable hepatocellular carcinoma. World journal of surgical oncology. 2011;9:114.
  5. Kee KM, Wang JH, Lee CM, et al. Validation of clinical AJCC/UICC TNM staging system for hepatocellular carcinoma: analysis of 5,613 cases from a medical center in southern Taiwan. Int J Cancer. Jun 15 2007;120(12):2650-2655.
  6. Lei HJ, Chau GY, Lui WY, et al. Prognostic value and clinical relevance of the 6th Edition 2002 American Joint Committee on Cancer staging system in patients with resectable hepatocellular carcinoma. Journal of the American College of Surgeons. Oct 2006;203(4):426-435.
  7. Poon RT, Fan ST. Evaluation of the new AJCC/UICC staging system for hepatocellular carcinoma after hepatic resection in Chinese patients. Surg Oncol Clin N Am. Jan 2003;12(1):35-50, viii.
  8. Ramacciato G, Mercantini P, Cautero N, et al. Prognostic evaluation of the new American Joint Committee on Cancer/International Union Against Cancer staging system for hepatocellular carcinoma: analysis of 112 cirrhotic patients resected for hepatocellular carcinoma. Annals of surgical oncology. Apr 2005;12(4):289-297.
  9. Varotti G, Ramacciato G, Ercolani G, et al. Comparison between the fifth and sixth editions of the AJCC/UICC TNM staging systems for hepatocellular carcinoma: multicentric study on 393 cirrhotic resected patients. European journal of surgical oncology : the journal of the European Society of Surgical Oncology and the British Association of Surgical Oncology. Sep 2005;31(7):760-767.
  10. Wu CC, Cheng SB, Ho WM, Chen JT, Liu TJ, P'Eng F K. Liver resection for hepatocellular carcinoma in patients with cirrhosis. The British journal of surgery. Mar 2005;92(3):348-355.
  11. Vauthey JN, Ribero D, Abdalla EK, et al. Outcomes of liver transplantation in 490 patients with hepatocellular carcinoma: validation of a uniform staging after surgical treatment. Journal of the American College of Surgeons. May 2007;204(5):1016-1027; discussion 1027-1018.
  12. Shindoh J, andreou A, Aloia TA, et al. Microvascular invasion does not predict long-term survival in hepatocellular carcinoma up to 2 cm: reappraisal of the staging system for solitary tumors. Annals of surgical oncology. 2013;20(4):1223-1229.
  13. Chan AC, Fan ST, Poon RT, et al. Evaluation of the seventh edition of the American Joint Committee on Cancer tumour-node-metastasis (TNM) staging system for patients undergoing curative resection of hepatocellular carcinoma: implications for the development of a refined staging system. HPB : the official journal of the International Hepato Pancreato Biliary Association. Jun 2013;15(6):439-448.
  14. Choi JY, Lee JM, Sirlin CB. CT and MR imaging diagnosis and staging of hepatocellular carcinoma: part I. Development, growth, and spread: key pathologic and imaging aspects. Radiology. Sep 2014;272(3):635-654.
  15. Choi JY, Lee JM, Sirlin CB. CT and MR imaging diagnosis and staging of hepatocellular carcinoma: part II. Extracellular agents, hepatobiliary agents, and ancillary imaging features. Radiology. Oct 2014;273(1):30-50.
  16. Cruite I, Tang A, Sirlin CB. Imaging-based diagnostic systems for hepatocellular carcinoma. AJR. American journal of roentgenology. Jul 2013;201(1):41-55.
  17. Okuda K, Ohtsuki T, Obata H, et al. Natural history of hepatocellular carcinoma and prognosis in relation to treatment. Study of 850 patients. Cancer. Aug 15 1985;56(4):918-928.
  18. The Cancer of the Liver Italian Program Investigators. A new prognostic system for hepatocellular carcinoma: a retrospective study of 435 patients: the Cancer of the Liver Italian Program (CLIP) investigators. Hepatology. Sep 1998;28(3):751-755.
  19. Llovet JM, Bru C, Bruix J. Prognosis of hepatocellular carcinoma: the BCLC staging classification. Seminars in liver disease. 1999;19(3):329-338.
  20. Batts KP, Ludwig J. Chronic hepatitis. An update on terminology and reporting. The American journal of surgical pathology. Dec 1995;19(12):1409-1417.
  21. Ishak K, Baptista A, Bianchi L, et al. Histological grading and staging of chronic hepatitis. J Hepatol. Jun 1995;22(6):696-699.
  22. Bedossa P. Intraobserver and interobserver variations in liver biopsy interpretation in patients with chronic hepatitis C. Hepatology. 1994;20(1):15-20.
  23. Leung TW, Tang AM, Zee B, et al. Construction of the Chinese University Prognostic Index for hepatocellular carcinoma and comparison with the TNM staging system, the Okuda staging system, and the Cancer of the Liver Italian Program staging system: a study based on 926 patients. Cancer. Mar 15 2002;94(6):1760-1769.
  24. Zhu AX, Rosmorduc O, Evans TR, et al. SEARCH: a phase III, randomized, double-blind, placebo-controlled trial of sorafenib plus erlotinib in patients with advanced hepatocellular carcinoma. J Clin Oncol. Feb 20 2015;33(6):559-566.
  25. Wiesner R, Edwards E, Freeman R, et al. Model for end-stage liver disease (MELD) and allocation of donor livers. Gastroenterology. Jan 2003;124(1):91-96.
  26. Santoro A, Rimassa L, Borbath I, et al. Tivantinib for second-line treatment of advanced hepatocellular carcinoma: a randomised, placebo-controlled phase 2 study. The lancet oncology. Jan 2013;14(1):55-63.
  27. Kaseb AO, Xiao L, Hassan MM, et al. Development and validation of insulin-like growth factor-1 score to assess hepatic reserve in hepatocellular carcinoma. Journal of the National Cancer Institute. May 2014;106(5).
  28. Kaseb AO, Morris JS, Hassan MM, et al. Clinical and prognostic implications of plasma insulin-like growth factor-1 and vascular endothelial growth factor in patients with hepatocellular carcinoma. J Clin Oncol. Oct 10 2011;29(29):3892-3899.
  29. Kattan MW, Hess KR, Amin MB, et al. American Joint Committee on Cancer acceptance criteria for inclusion of risk models for individualized prognosis in the practice of precision medicine. CA: a cancer journal for clinicians. Jan 19 2016.