Penile cancer: prognostic factors for lymph node involvement—a narrative review
Review Article: Oncology: Genitourinary Cancer

Penile cancer: prognostic factors for lymph node involvement—a narrative review

Zaishang Li1,2,3, Fangjian Zhou4,5,6

1Department of Urology, Shenzhen People’s Hospital, The Second Clinic Medical College of Jinan University, Shenzhen, China; 2Department of Urology, First Affiliated Hospital of Southern University of Science and Technology, Shenzhen, China; 3Department of Urology, Minimally Invasive Urology of Shenzhen Research and Development Center of Medical Engineering and Technology, Shenzhen, China; 4Department of Urology, Sun Yat-sen University Cancer Center, Guangzhou, China; 5State Key Laboratory of Oncology in South China, Guangzhou, China; 6Collaborative Innovation Center of Cancer Medicine, Guangzhou, China;

Contributions: (I) Conception and design: F Zhou; (II) Administrative support: F Zhou; (III) Provision of study materials or patients: Both authors; (IV) Collection and assembly of data: Both authors; (V) Data analysis and interpretation: Both authors; (VI) Manuscript writing: Both authors; (VII) Final approval of manuscript: Both authors.

Correspondence to: Fangjian Zhou. Department of Urology, Sun Yat-sen University Cancer Center, Guangzhou 510060, China. Email: zhoufj@sysucc.org.cn.

Background and Objective: Penile cancer is a kind of urogenital system tumour that seriously affects patients. The status of lymph node metastasis (LNM) is closely related to the treatment and survival of patients. Accurately predicting LNM has been the focus of many clinicians. In this review, we hoped that it can help to systematically understand the influencing factors of LNM in clinical practice.

Methods: In our study, the English-language articles were searched in PubMed during 31 years (1992/01/01–2022/10/01). We searched the MeSH term in [Title/Abstract]: penile neoplasm, penile cancer, penile tumor, penile squamous cell carcinoma, prognosis, prognostic factors, lymphatic metastases, lymph node metastasis.

Key Content and Findings: Several factors are associated with the metastasis of penile squamous cell carcinoma (PSCC) to inguinal lymph nodes. There are still many choices that the current guidelines recommend predictors of LNM. From initial single clinical pathological factors, haematological indices, immunohistochemical indices, and molecular indices to multifactor joint prediction models, there is still no unified gold standard after the review of a large number of studies.

Conclusions: A multitude of markers of LNM for penile cancer. Clinicopathological factors are still important factors for predicting LNM and also important components of prediction models. The molecular indicators will be potential molecular indicators.

Keywords: Penile neoplasms; lymphatic metastasis; predictor


Received: 25 October 2022; Accepted: 16 March 2023; Published online: 30 March 2023.

doi: 10.21037/amj-22-59


Introduction

In industrialized countries, penile cancer is uncommon (1,2); however, in some other parts of the world, the incidence can account for 1–2% of malignant diseases in men (3). Penile squamous cell carcinoma (PSCC) is the most common pathological type, and lymph node metastasis (LNM) is the earliest and most common site of metastasis in PSCC (3,4). Because of the limitations in developing countries, LNM has already occurred when the disease is diagnosed (5,6). The 5-year survival rate of patients without LNM is higher than 90% and patients with LNM is about 50% (5). The management of lymph nodes with appropriate staging directly affects the prognosis and survival of patients (7,8). Therefore, the timely and accurate prediction of patients' LNM status can significantly reduce overtreatment, and promote active treatment to improve patient survival (9-11). However, different prediction factors have different prediction values. From initial single clinical pathological factors, haematological indices, immunohistochemical indices, and molecular indices to multifactor joint prediction models, there is still no consensus on the criteria for predicting LNM. This article discusses the current approaches in establishing prognostic factors for the lymph node involvement of PSCC, especially inguinal LNM, summarizes the ongoing research results and describes the future research direction in this field of the disease. This review is better than others that systematic analysis of influencing factors from image to molecular mechanism with extensive literatures (12-14). The purpose of this study is to summarize the markers of LNM for penile cancer patients and their therapeutic significance, limitations and future prospects. It is hoped that it can help to systematically understand the influencing factors of LNM in clinical practice. We present this article in accordance with the Narrative Review reporting checklist (available at https://amj.amegroups.com/article/view/10.21037/amj-22-59/rc).


Methods

We identified the last 31 years (1992–2022) published studies in PubMed. We searched the MeSH term in [Title/Abstract]: penile neoplasm, penile cancer, penile tumor, penile squamous cell carcinoma, prognosis, prognostic factors, lymphatic metastases, lymph node metastasis. Table 1 has more details of the method.

Table 1

The search strategy summary

Items Specification
Date of search 2022/09/12–2022/10/01
Databases and other sources searched PubMed
Search terms used penile cancer, penile tumor, penile neoplasm, penile squamous cell carcinoma, prognostic factors, prognosis, lymphatic metastases, lymph node metastasis, lymph node metastases
Timeframe 1992/01/01–2022/10/01
Inclusion and exclusion criteria Inclusion criteria: research articles and reviews in English about themes such as penile cancer and lymphatic metastases. Exclusion criteria: some papers which we considered with low reliability
Selection process Zaishang Li conducted the selection, all authors attended a meeting to discuss the literature selection and obtained the consensus

Imaging factors

For patients with no palpable lymph nodes, the proportion of micrometastatic disease is approximately 25%, which is hard to diagnose with computed tomography or magnetic resonance imaging (15,16). Twelve studies were included in a meta-analysis, which revealed similar diagnostic accuracies for the detection of inguinal and pelvic LNMs in PSCC patients (17). The standardized uptake value (SUV) (i.e., increased [18F]FDG uptake), is closely related to the differentiation between (post) inflammatory and LNM (18). There was no significant difference in the SUVmean and SUVmax between true positive and false LNM (19). Despite the increased accuracy of positron emission tomography computed tomography (PET-CT), there is still no unified standard for predicting LNM (20,21).

The longitudinal/transverse diameter (L/T) ratio and the presence or absence of an echogenic hilum were also highly specific for malignancy using inguinal ultrasound (7.5 MHz) (22). Although the results of this work are encouraging, such indicators are still used for clinical auxiliary diagnosis or to recommend sentinel lymph node biopsy for staging (23,24). Imaging is used for preoperative evaluation of the size, extent and structures, but it is not recommended to predict the risk of LNM alone.

Clinical factors

Palpable lymph node enlargement highly suggests LNM (3,4,25). The guidelines recommend that palpably groin lymph nodes should be removed, and pathologically assessed. Even enlarged fixed inguinal lymph nodes are more likely to be associated with a high risk of progression, which requires multimodal treatment (3,4,26,27).

Multicentre data confirmed that clinical staging was positively correlated with inguinal LNM (25,28,29). According to the Northeast Uro-Oncological Group data, the rates of inguinal LNM in cT1, cT2 and cT3–4 patients are 25%, 34% and 66%, respectively (25). An analysis of the SEER database showed that 41.5% of patients with tumour invading the corpus spongiosum and 36.4% of patients with tumour invading the corpus cavernosum have signs of tumour metastasis, which is significantly higher than that in T1 patients (30). In 2017, the new American Joint Committee on Cancer-TNM staging system was adopted (31). Similar to previous results, the study by Kearns et al. showed no increased risk of LNM between T2 and T3 disease (32).

The incidence of PSCC increases with age, and the highest incidence is in the sixth decade (2,33). Whether the age of patients at the time of diagnosis can predict LNM remains controversial. The probability of LNM in patients aged <50 years is 39–58%, which is similar to that in patients aged >50 years (48–54%) (28,29,34). Recent research data show that age is an independent risk factor for predicting LNM (diagnosis age >70 years, risk ratio 0.199, 95% CI: 0.066–0.602) (35).

The prognosis of cancer patients were also is influenced by Body mass index (BMI). The association between BMI and cancer survival in penile cancer were confirmed in studies (36-39). However, the association between BMI and LNM was not statistically significant (36). The predictive value of BMI still needs to be further clarified.

Pathological factors

Many pathological features of the primary lesion have been confirmed to be closely related to inguinal LNM (3,4). Different histological types of penile cancer have different metastatic risk rates (30,40). Inguinal LNM is rare in penile sebaceous cell carcinoma, but it can very easy to occur in penile basal cell squamous cell carcinoma. The rate of inguinal LNM in typical PSCC is somewhere in between (41,42).

Human papilloma virus (HPV) infection is a risk factor for PSCC and the most common HPV subtypes are types 16 and 18 (40,43-45). As early as 2001, Bezerra et al. found that 73.2% of HPV-negative and 26.2% of HPV-positive patients with primary tumour had LNM (46). With further study of the molecular mechanism, the difference in LNM for HPV-positive vs. HPV-negative cases was subsequently confirmed by numerous studies (47-49). A modified Node stage incorporating high risk HPV status can improved the prognostic stratification in LNM patients (50).

There is a significant correlation between the local invasion scope of the primary tumour and the risk of regional LNM (51,52). National Cancer Database was used to evaluate the prognostic ability of the 8th edition of the AJCC TNM staging system. Although this study found that the new TNM staging system not improve the current staging guidelines, the risk rates of inguinal LNM in T2 as spongiosal invasion and T3 as cavernosal invasion were 34% and 45%, respectively. In univariable and multivariable analyses, T classification was significantly associated with node-positive disease (32). A meta-analysis showed that patients with corpora cavernosa invasion had a higher rate of metastasis than those with corpora spongiosa invasion according to the eighth edition tumour stage (53).

The histological grade of the tumour has been proven to be an important index for predicting regional LNM (30,32,54-56). The LNM had a statistically significant relationship with tumour grade (P<0.001) (56). Multivariate analysis showed that a higher grade was a high risk factor for LNM in PSCC patients (30).

Lymphovascular/venous invasion was confirmed to be an important prognostic factor of lymph node status (13,25,57,58). A National Cancer Database analysis showed that lymphovascular invasion (LVI) was the strongest independent predictor of LNM (57). A similar suggestion has been made by other authors (14). In addition to the above factors, clinical research also confirmed that tumour perineural invasion, tumour size, grade and depth of invasion the primary tumour are predictors of LNM (Table 2).

Table 2

Pathological factors in penile cancer

Predictor Lymph node metastasis
Presence Absence
Perineural invasion (58-60) 30–69% 6–33%
Depth of invasion (5 mm) (61-63) 16–48% 6–17%
Tumour size (3 cm) (30,62,64,65) 35–77% 12–46%
Koilocytosis (61,66,67) 23–79% 45–82%
Angiolymphatic invasion (66) 88% 41%

Hematological factors

Haematologic abnormalities have been considered prognostic factors for lymph node involvement. SCC-Ag is a tumour-associated protein that has been proven to be closely related to LNM in PSCC (68-70). A meta-analysis revealed that SCC-Ag is a predictor of LNM (OR =8.52, 95% CI: 4.09–17.78; P<0.001) (71). In 2021, Wu et al. showed that SCC-Ag can even indicate extranodal invasion (72). However, the threshold range of SCC-Ag is 1.4–2.0 ng/mL, and there is still no consensus on how to determine the threshold value (68-70).

Inflammation plays an important role in the LNM of penile cancer (73,74). Immune-related biomarkers as predictors of LNM were reported in studies. C-reactive protein (CRP) is an indicator of acute and chronic inflammation in penile cancer (70,75). The CRP level was significantly correlated with nodal disease: 53.3% of all patients with CRP >15 and 16.3% of those with CRP ≤15 mg/L had penile cancer (76). The level of systematic inflammation was also reflected by an economical biomarker—neutrophil-to-lymphocyte ratio (NLR). Recent studies have shown that NLR is directly associated with the prediction of inguinal LNM (77,78). In addition, a meta-analysis indicated that NLR could weaken the persuasiveness of these conclusions (71).

Chemokine (C-X-C motif) ligands (CXCLs) are important regulators of tumour progression in many cancers. Recent studies confirmed that CXCL5 (79) and CXCL13 (80) are potential cancer biomarkers for LNM in penile cancer. However, these indicators need to be further studied to determine their clinical value.

Immunohistochemistry factors

The tumour suppressor gene P53 is involved in tumour progression. In 2002, Lopes et al. first evaluated the prognostic value of P53 in PSCC. They found that the proportions of patients with P53-negative and P53-positive inguinal LNM were 39.6% and 67.6% (P=0.01), respectively. P53 was an independent predictor of inguinal LNM (HR 4.8, 95% CI: 1.6–14.9) (28). The value of P53 in predicting LNM was subsequently confirmed by many studies (28). The value of P53 in predicting LNM was subsequently confirmed by many studies (81-83).

Ki-67 is a nuclear matrix protein different from histones. The measurement of its expression level by immunostaining is a reliable method to evaluate the proliferation of tumour cells (84). In 2005, Berdjis et al. first evaluated the predictive value of Ki-67 in penile cancer and did not find that Ki-67 was statistically significant in predicting LNM (P=0.07) (85). Guimarães et al. found that MIB-1/Ki-67 (>10%) was positively correlated with inguinal LNM (86). Zhu et al. reached the same conclusion (81). However, Stankiewicz et al. found that Ki-67 protein was strongly positively correlated with tumour grade (P<0.0001) but not with stage (P=0.2193) or lymph node status (P=0.7366) (87).

Cancer immunotherapy can be directed with programmed death ligand 1 (PD-L1) (88). Previous studies have shown that up to 50% of penile cancers express PD-L1, which is positively correlated with LNM in penile cancer (89-91). The incidence of LNM in the PD-L1-positive group was 52% in Hu et al.’s study (91), which was different with Davidsson et al. (47.7%) (92), Udager et al. (47.6%) (89) and Deng et al. (43.5%) (90).

There is divergence in association between penile cancer and HPV with different subtypes of PSCC (3,4). Immunohistochemical staining can detect the overexpression of p16INK4a, which can be used as a marker of transcriptionally active HPV infection (93). Tang et al. reported that 49.5% (59 of 119) of penile carcinoma patients with samples subjected to immunohistochemistry staining were p16INK4a positive, with no association between p16INK4a status and lymph node status (94). The International Society of Urological Pathology recommends the use of p16INK4A immunostaining for the diagnosis and classification of HPV-related penile cancer (84). HPV infection participates in tumour progression by overexpressing the E7 and E6 oncoproteins and binding and inhibiting the P53 and Rb gene products (41,93,95). Study reported that P53 positivity was a predictor of LNM in p16INK4a negative patients (82). Therefore, overexpression of p16INK4a can be used as one of the markers of virus accumulation; however, whether it can be used as a predictor of LNM still needs to be further determined.

Other biomarkers have been studied in penile malignancies (Table 3).

Table 3

Biomarkers in penile cancer

Predictor Positive with ILNM/total patients (%) Negative with ILNM/total patients (%) Nature and function
E-cadherin (29,81) 31/81 (38.3%);
11/51 (21.6%)
22/37 (59.5%);
19/42 (45.2%)
A member of the cadherin family that connects the cytoskeleton with the extracellular environment in epithelial cells and participates in cell signal transduction
MMP-2 (29) 37/90 (41.1%) 16/28 (57.1%) A zinc-dependent enzyme that cleaves extracellular matrix components. It belongs to the MMP family and plays an important role in regulating stem cell migration and tumour metastasis
MMP-9 (29,81) 18/32 (56.3%);
17/51 (33.3%)
35/88 (39.8%);
13/52 (25.0%)
A zinc-dependent enzyme that can cut extracellular matrix components. It belongs to the MMP family and participates in the degradation of extracellular matrix in normal physiological processes (such as embryonic development, reproduction, angiogenesis, bone development, wound healing, cell migration, learning and memory) and pathological processes
CEACAM19 (96) 18/30 (60.0%) 6/34 (17.6%) It is a member of carcinoembryonic antigen family and belongs to immunoglobulin superfamily adhesion molecules. It plays an important role in regulating epithelial cell proliferation, apoptosis, lymphocyte activation, angiogenesis, cell migration and other biological processes
HOXD11 (97) 63/85 (74.1%) 64/182 (35.2%) It belongs to HOX, a superfamily of regulatory genes, and is involved in tumour cell susceptibility to chemotherapy, promotion of apoptosis, and downregulation of invasiveness
LAMC2 (98) 31/56 (55.4%) 16/58 (27.6%) A multi-adherent extracellular matrix protein that plays an important role in the differentiation, migration and proliferation of tumour cells. It may also be a potential tumour marker
SOD2 (63) 28/53 (52.8%) 15/65 (23.1%) An antioxidant gene that is a member of the SOD family and has an antitumour effect. Its high expression can enhance the ability of tumour cells to eliminate reactive oxygen species and inhibit tumour growth and the malignant phenotype

LNM, inguinal lymph node metastasis; MMP, matrix metalloproteinase; HOX, Hox genes; SOD, superoxide dismutase.

MicroRNAs

In recent years, the use of microRNAs as biomarkers has attracted attention not only in understanding the pathophysiology of potential diseases but also in the diagnosis and screening of different cancers. In 2020, an analysis of data from Brazil demonstrated that higher expression of miR-223-3p, miR-107, and miR-21-5p was correlated with poor prognosis, and upregulation of miR-223-3p was associated with LNM in PSCC (99). Ayoubian et al. reported that the downregulation of miR-137 and miR-328-3p was more characteristic of patients with metastatic disease (100). Tan et al. indicated that miR-138-5p functioned as a tumour suppressor in PSCC by inhibiting the translation of HOXD11 post-transcriptionally by binding to the 3' untranslated region, and it was associated with lymph node stage (97).

Multiple factors

The use of a single marker may not be optimal, and numerous studies have attempted to use multiple factors or models containing multiple factors to attempt to identify specific targets for LNM. Solsona et al. proposed a stratification that included the stage and grade (101,102). Similarly, the EAU guidelines recommended a risk group using the same pathologic features that have been validated in series (103,104). Other studies also developed some simple prediction models (54,56,57,65). Using the same theoretical approach, some nomograms were proposed to predict the probability of LNM (30,35,72,91,105-112) (Table 4).

Table 4

Risk group stratification in penile cancer

Study Number Content Evaluation indicator Type
Solsona et al. (101-103) 101 Low risk: stage T1G1 tumours; intermediate risk: stage T2–T3G1 tumours; high risk: stage T2–T3G2–3 tumours AUC: 0.697 (95% CI: 0.618–0.777) RGS
EAU risk group (103,104) 175 Low risk: stage pTis, pTaG1-2, and pT1G1 tumours; intermediate risk: stage pT1G2 tumours; high risk: stage pT2 or higher or G3 tumours AUC: 0.632 (95% CI: 0.548–0.715) RGS
Sali et al. (54) 142 pT2 tumours invaded CS/CC without LVI or PNI and were not grade 3, whereas pT3 tumours invaded CS/CC, showed LVI and/or PNI, or were grade 3 RGS
Sali et al. (56) 162 Three risk groups were created based on the following: G [1–3]; anatomical level of infiltration [1–3]; and tumour infiltration pattern [1–3] AUC: 0.72 RGS
Patel et al. (65) 102 Clinico-radio-pathological Risk Scoring System: size of the primary >3 cm, ulceroinfiltrative growth, involving shaft, ultrasound size of lymph nodes >1 cm, loss of fatty hila, moderate and poor differentiation, LVI and/or PNI AUC: 0.91 RGS
Zhang et al. (30) 1,016 Age, primary tumour site, G, tumour size, and T stage C-index: 0.776; AUC: 0.776 (95% CI: 0.739–0.812) Nomogram
Ficarra et al. (105) 175 Clinical stage of inguinal lymph nodes, tumour thickness, growth pattern, histological grade, presence of LVI, CC infiltration, CS infiltration and urethral infiltration AUC: 0.867 Nomogram
Shao et al. (35) 300 WCH cases; 412 SEER cases Diagnosis age, pT stage, cN stage, nuclear grade and LVI AUC: 0.876 Nomogram
Wu et al. (72) 234 PLR, SCC-Ag, LVI, and pathologic tumour stage (pT stage) C-index of 0.817
(95% CI, 0.745–0.890)
Nomogram
Hu et al. (91) 134 G, LVI, PD-L1, and NLR C-index: 0.89 Nomogram
Zhu et al. (106) 110 T stage, G, LVI and P53 expression C-index: 0.79 Nomogram
Peak et al. (110) 1,636 T stage, LVI, and clinical lymph node status C-index: 0.880 Nomogram
Zhou et al. (111) 75 G, LVI, short diameter of the largest ILN AUC: 0.948 Nomogram

CS, corpora spongiosa; CC, corpora cavernosa; LVI, lymphovascular invasion; PNI, perineural invasion; G, grade; T, tumour; N, node stage; SCC, squamous cell carcinoma antigen; PLR, platelet-to-lymphoccyte ratio; PD-L1, program death ligand 1; NLR, neutrophil-tolymphocyte ratio; ILN, inguinal lymph node; AUC, area under the curve; CI, confidence interval; RGS, risk group stratification.


Conclusions

The mode and clinical significance of LNM of penile cancer have been determined. The prediction of inguinal LNM before surgery has remained a focus of research. Accurate prediction of LNM can avoid overtreatment and missed diagnosis. Due to the lack of randomized clinical research and large sample data validation, the level of evidence in the literature included in this paper is low. However, the literature still comprehensively analyzes various indicators and provides a lot of literature support. At present, clinicopathological factors, such as the staging and grading of the primary lesion, are still important factors for predicting LNM. These factors are also important components of prediction models, especially nomograms. To date, the exploration of prediction models for LNM has mainly focused on clinicopathological factors or immunohistochemical factors. There is still no unified prediction model, and the prediction value of current models still lacks clinical confirmation in large samples. In addition, because there are many factors included in these prediction models, they are still difficult to evaluate. These deficiencies limit their clinical application. The exploration of noninvasive haematological indicators is one of the important research directions for future preoperative research. The use of single or combined haematological indicators can achieve an accurate prediction before the treatment of the primary tumour and surgery, which will greatly improve the treatment accuracy of patients and facilitate the rational use of medical resources. At present, the molecular indicators of penile cancer are in the preliminary exploration stage. With increasing cell line construction and molecular mechanism research, molecular indicators will also be potential molecular indicators, but their value still needs further clinical confirmation.


Acknowledgments

Funding: This work was supported by the National Natural Science Foundation of China (Grant No. 81902610), Guangdong Province Nature Foundation of China Project (Grant No. 2022A151502200), Science and Technology Planning Project of Shenzhen Municipality (CN) (Grant No. JCYJ20190807145409328), and Shenzhen Science and Technology Program (Grant No. RCYX20221008093032008).


Footnote

Provenance and Peer Review: This article was commissioned by the Guest Editor (Stênio de Cássio Zequi) for the series “Penile Cancer” published in AME Medical Journal. The article has undergone external peer review.

Reporting Checklist: The authors have completed the Narrative Review reporting checklist. Available at https://amj.amegroups.com/article/view/10.21037/amj-22-59/rc

Peer Review File: Available at https://amj.amegroups.com/article/view/10.21037/amj-22-59/prf

Conflicts of Interest: Both authors have completed the ICMJE uniform disclosure form (available at https://amj.amegroups.com/article/view/10.21037/amj-22-59/coif). The series “Penile Cancer” was commissioned by the editorial office without any funding or sponsorship. The authors have no other conflicts of interest to declare.

Ethical Statement: The authors are accountable for all aspects of the work in ensuring that questions related to the accuracy or integrity of any part of the work are appropriately investigated and resolved.

Open Access Statement: This is an Open Access article distributed in accordance with the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC BY-NC-ND 4.0), which permits the non-commercial replication and distribution of the article with the strict proviso that no changes or edits are made and the original work is properly cited (including links to both the formal publication through the relevant DOI and the license). See: https://creativecommons.org/licenses/by-nc-nd/4.0/.


References

  1. Backes DM, Kurman RJ, Pimenta JM, et al. Systematic review of human papillomavirus prevalence in invasive penile cancer. Cancer Causes Control 2009;20:449-57. [Crossref] [PubMed]
  2. Chaux A, Netto GJ, Rodríguez IM, et al. Epidemiologic profile, sexual history, pathologic features, and human papillomavirus status of 103 patients with penile carcinoma. World J Urol 2013;31:861-7. [Crossref] [PubMed]
  3. Hakenberg OW, Comperat EM, Minhas S, et al. EAU Guidelines on Penile Cancer. 2022. Available online: https://uroweborg/guideline/penile-cancer/
  4. Thomas WF, Philippe ES, Neeraj A. Penile Cancer, Version 1. 2022, NCCN Clinical Practice Guidelines in Oncology. J Natl Compr Canc Netw 2022. Available online: https://wwwnccnorg/store/login/loginaspx?ReturnURL=https://wwwnccnorg/professionals/physician_gls/pdf/penilepdf
  5. Li ZS, Ornellas AA, Schwentner C, et al. A modified clinicopathological tumor staging system for survival prediction of patients with penile cancer. Cancer Commun (Lond) 2018;38:68. [Crossref] [PubMed]
  6. Li ZS, Yao K, Chen P, et al. Modification of N staging systems for penile cancer: a more precise prediction of prognosis. Br J Cancer 2015;112:1766-71. [Crossref] [PubMed]
  7. Ravi P, Pagliaro LC. Multimodal Therapy in the Management of Advanced Penile Cancer. Urol Clin North Am 2016;43:469-79. [Crossref] [PubMed]
  8. Chahoud J, Kohli M, Spiess PE. Management of Advanced Penile Cancer. Mayo Clin Proc 2021;96:720-32. [Crossref] [PubMed]
  9. Bjurlin MA, Makarov DV. Management of Penile Cancer. Rev Urol 2018;20:46-8. [Crossref] [PubMed]
  10. Kamel MH, Khalil MI, Davis R, et al. Management of the Clinically Negative (cN0) Groin Penile Cancer Patient A Review. Urology 2019;131:5-13. [Crossref] [PubMed]
  11. Ahmed ME, Khalil MI, Kamel MH, et al. Progress on Management of Penile Cancer in 2020. Curr Treat Options Oncol 2020;22:4. [Crossref] [PubMed]
  12. Peyraud F, Allenet C, Gross-Goupil M, et al. Current management and future perspectives of penile cancer: An updated review. Cancer Treat Rev 2020;90:102087. [Crossref] [PubMed]
  13. Vale L, Fernandes B, Rodrigues V, et al. Prognostic Factors in Penile Cancer: Should We Avoid Inguinal Lymph Node Staging? Urol Int 2021;105:799-803. [Crossref] [PubMed]
  14. Zekan DS, Dahman A, Hajiran AJ, et al. Prognostic predictors of lymph node metastasis in penile cancer: a systematic review. Int Braz J Urol 2021;47:943-56. [Crossref] [PubMed]
  15. Slaton JW, Morgenstern N, Levy DA, et al. Tumor stage, vascular invasion and the percentage of poorly differentiated cancer: independent prognosticators for inguinal lymph node metastasis in penile squamous cancer. J Urol 2001;165:1138-42.
  16. Mueller-Lisse UG, Scher B, Scherr MK, et al. Functional imaging in penile cancer: PET/computed tomography, MRI, and sentinel lymph node biopsy. Curr Opin Urol 2008;18:105-10. [Crossref] [PubMed]
  17. Lee SW, Kim SJ. Diagnostic Performance of 18F-FDG PET/CT for Lymph Node Staging in Penile Cancer. Clin Nucl Med 2022;47:402-8. [Crossref] [PubMed]
  18. Dräger DL, Heuschkel M, Protzel C, et al. 18FFDG PET/CT for assessing inguinal lymph nodes in patients with penile cancer - correlation with histopathology after inguinal lymphadenectomy. Nuklearmedizin 2018;57:26-30. [Crossref] [PubMed]
  19. Jakobsen JK, Alslev L, Ipsen P, et al. DaPeCa-3: promising results of sentinel node biopsy combined with (18) F-fluorodeoxyglucose positron emission tomography/computed tomography in clinically lymph node-negative patients with penile cancer - a national study from Denmark. BJU Int 2016;118:102-11. [Crossref] [PubMed]
  20. Leijte JA, Graafland NM, Valdés Olmos RA, et al. Prospective evaluation of hybrid 18F-fluorodeoxyglucose positron emission tomography/computed tomography in staging clinically node-negative patients with penile carcinoma. BJU Int 2009;104:640-4. [Crossref] [PubMed]
  21. Schlenker B, Scher B, Tiling R, et al. Detection of inguinal lymph node involvement in penile squamous cell carcinoma by 18F-fluorodeoxyglucose PET/CT: a prospective single-center study. Urol Oncol 2012;30:55-9. [Crossref] [PubMed]
  22. Krishna RP, Sistla SC, Smile R, et al. Sonography: an underutilized diagnostic tool in the assessment of metastatic groin nodes. J Clin Ultrasound 2008;36:212-7. [Crossref] [PubMed]
  23. Lützen U, Zuhayra M, Marx M, et al. Value and efficiency of sentinel lymph node diagnostics in patients with penile carcinoma with palpable inguinal lymph nodes as a new multimodal, minimally invasive approach. Eur J Nucl Med Mol Imaging 2016;43:2313-23. [Crossref] [PubMed]
  24. Naumann CM, van der Horst S, van der Horst C, et al. Reliability of dynamic sentinel node biopsy combined with ultrasound-guided removal of sonographically suspicious lymph nodes as a diagnostic approach in patients with penile cancer with palpable inguinal lymph nodes. Urol Oncol 2015;33:389.e9-14. [Crossref] [PubMed]
  25. Ficarra V, Zattoni F, Cunico SC, et al. Lymphatic and vascular embolizations are independent predictive variables of inguinal lymph node involvement in patients with squamous cell carcinoma of the penis: Gruppo Uro-Oncologico del Nord Est (Northeast Uro-Oncological Group) Penile Cancer data base data. Cancer 2005;103:2507-16. [Crossref] [PubMed]
  26. Hakenberg OW, Compérat EM, Minhas S, et al. EAU guidelines on penile cancer: 2014 update. Eur Urol 2015;67:142-50. [Crossref] [PubMed]
  27. Peak EC. NCCN clinical practice guidelines in oncology (NCCN guidelines) penile cancer. Available online: https://www.nccn.org/professionals/physician_gls/f_ guidelines.asp#penile. 2016.
  28. Lopes A, Bezerra AL, Pinto CA, et al. p53 as a new prognostic factor for lymph node metastasis in penile carcinoma: analysis of 82 patients treated with amputation and bilateral lymphadenectomy. J Urol 2002;168:81-6.
  29. Campos RS, Lopes A, Guimarães GC, et al. E-cadherin, MMP-2, and MMP-9 as prognostic markers in penile cancer: analysis of 125 patients. Urology 2006;67:797-802. [Crossref] [PubMed]
  30. Zhang W, Gao P, Gao J, et al. A Clinical Nomogram for Predicting Lymph Node Metastasis in Penile Cancer: A SEER-Based Study. Front Oncol 2021;11:640036. [Crossref] [PubMed]
  31. Pettaway C, Srigley J, Brookland R. AJCC Cancer Staging Manual, 8th ed. Chapter 57: Penis. New York: Springer- Verlag, 2017.
  32. Kearns JT, Winters BD, Holt SK, et al. Pathologic Nodal Involvement in Patients With Penile Cancer With Cavernosal Versus Spongiosal Involvement. Clin Genitourin Cancer 2019;17:e156-61. [Crossref] [PubMed]
  33. Barnholtz-Sloan JS, Maldonado JL, Pow-sang J, et al. Incidence trends in primary malignant penile cancer. Urol Oncol 2007;25:361-7. [Crossref] [PubMed]
  34. Guimarães GC, Lopes A, Campos RS, et al. Front pattern of invasion in squamous cell carcinoma of the penis: new prognostic factor for predicting risk of lymph node metastases. Urology 2006;68:148-53. [Crossref] [PubMed]
  35. Shao Y, Tu X, Liu Y, et al. Predict Lymph Node Metastasis in Penile Cancer Using Clinicopathological Factors and Nomograms. Cancer Manag Res 2021;13:7429-37. [Crossref] [PubMed]
  36. Djajadiningrat RS, van Werkhoven E, Horenblas S. Penile cancer stage, survival and body mass index. Urol Int 2015;94:220-4. [Crossref] [PubMed]
  37. Li ZS, Chen P, Yao K, et al. Development of a new outcome prediction model for Chinese patients with penile squamous cell carcinoma based on preoperative serum C-reactive protein, body mass index, and standard pathological risk factors: the TNCB score group system. Oncotarget 2016;7:21023-33. [Crossref] [PubMed]
  38. Barnes KT, Smith BJ, Lynch CF, et al. Obesity and invasive penile cancer. Eur Urol 2013;63:588-9. [Crossref] [PubMed]
  39. Barnes KT, McDowell BD, Button A, et al. Obesity is associated with increased risk of invasive penile cancer. BMC Urol 2016;16:42. [Crossref] [PubMed]
  40. Sanchez DF, Fernandez-Nestosa MJ, Cañete-Portillo S, et al. Evolving insights into penile cancer pathology and the eighth edition of the AJCC TNM staging system. Urol Oncol 2022;40:215-22.
  41. Thomas A, Necchi A, Muneer A, et al. Penile cancer. Nat Rev Dis Primers 2021;7:11. [Crossref] [PubMed]
  42. Moch H, Amin MB, Berney DM, et al. The 2022 World Health Organization Classification of Tumours of the Urinary System and Male Genital Organs-Part A: Renal, Penile, and Testicular Tumours. Eur Urol 2022;82:458-68. [Crossref] [PubMed]
  43. Lebelo RL, Boulet G, Nkosi CM, et al. Diversity of HPV types in cancerous and pre-cancerous penile lesions of South African men: implications for future HPV vaccination strategies. J Med Virol 2014;86:257-65. [Crossref] [PubMed]
  44. Olesen TB, Sand FL, Rasmussen CL, et al. Prevalence of human papillomavirus DNA and p16(INK4a) in penile cancer and penile intraepithelial neoplasia: a systematic review and meta-analysis. Lancet Oncol 2019;20:145-58. [Crossref] [PubMed]
  45. Catalfamo CJ, Brown HE, Dennis LK. Evaluating the Strength of Association of Human Papillomavirus Infection With Penile Carcinoma: A Meta-Analysis. Sex Transm Dis 2022;49:368-76. [Crossref] [PubMed]
  46. Bezerra AL, Lopes A, Santiago GH, et al. Human papillomavirus as a prognostic factor in carcinoma of the penis: analysis of 82 patients treated with amputation and bilateral lymphadenectomy. Cancer 2001;91:2315-21.
  47. Steinestel J, Al Ghazal A, Arndt A, et al. The role of histologic subtype, p16(INK4a) expression, and presence of human papillomavirus DNA in penile squamous cell carcinoma. BMC Cancer 2015;15:220. [Crossref] [PubMed]
  48. Afonso LA, Carestiato FN, Ornellas AA, et al. Human papillomavirus, Epstein-Barr virus, and methylation status of p16(ink4a) in penile cancer. J Med Virol 2017;89:1837-43. [Crossref] [PubMed]
  49. Rafael TS, de Vries HM, Ottenhof SR, et al. Distinct Patterns of Myeloid Cell Infiltration in Patients With hrHPV-Positive and hrHPV-Negative Penile Squamous Cell Carcinoma: The Importance of Assessing Myeloid Cell Densities Within the Spatial Context of the Tumor. Front Immunol 2021;12:682030. [Crossref] [PubMed]
  50. Wang B, Gu W, Wan F, et al. Prognosis of the 8th TNM Staging System for Penile Cancer and Refinement of Prognostication by Incorporating High Risk Human Papillomavirus Status. J Urol 2020;203:562-9. [Crossref] [PubMed]
  51. Horenblas S, van Tinteren H. Squamous cell carcinoma of the penis. IV. Prognostic factors of survival: analysis of tumor, nodes and metastasis classification system. J Urol 1994;151:1239-43. [Crossref] [PubMed]
  52. Graafland NM, Lam W, Leijte JA, et al. Prognostic factors for occult inguinal lymph node involvement in penile carcinoma and assessment of the high-risk EAU subgroup: a two-institution analysis of 342 clinically node-negative patients. Eur Urol 2010;58:742-7. [Crossref] [PubMed]
  53. Li Z, Li X, Lam W, et al. Corpora Cavernos invasion vs. Corpus Spongiosum invasion in Penile Cancer: A systematic review and meta-analysis. J Cancer 2021;12:1960-6. [Crossref] [PubMed]
  54. Sali AP, Menon S, Murthy V, et al. A Modified Histopathologic Staging in Penile Squamous Cell Carcinoma Predicts Nodal Metastasis and Outcome Better Than the Current AJCC Staging. Am J Surg Pathol 2020;44:1112-7. [Crossref] [PubMed]
  55. Chaux A, Caballero C, Soares F, et al. The prognostic index: a useful pathologic guide for prediction of nodal metastases and survival in penile squamous cell carcinoma. Am J Surg Pathol 2009;33:1049-57. [Crossref] [PubMed]
  56. Sali AP, Menon S, Prakash G, et al. Histopathological risk scoring system as a tool for predicting lymph nodal metastasis in penile squamous cell carcinoma. Pathology 2019;51:696-704. [Crossref] [PubMed]
  57. Winters BR, Mossanen M, Holt SK, et al. Predictors of Nodal Upstaging in Clinical Node Negative Patients With Penile Carcinoma: A National Cancer Database Analysis. Urology 2016;96:29-34. [Crossref] [PubMed]
  58. Fankhauser CD, de Vries HM, Roussel E, et al. Lymphovascular and perineural invasion are risk factors for inguinal lymph node metastases in men with T1G2 penile cancer. J Cancer Res Clin Oncol 2022;148:2231-4. [Crossref] [PubMed]
  59. Malik K, Chandrasekaran D, Kathiresan N, et al. Factors Predicting Nodal Metastasis in Penile Cancer: Analysis from a Tertiary Center. Urol Int 2022;106:716-21. [Crossref] [PubMed]
  60. Velazquez EF, Ayala G, Liu H, et al. Histologic grade and perineural invasion are more important than tumor thickness as predictor of nodal metastasis in penile squamous cell carcinoma invading 5 to 10 mm. Am J Surg Pathol 2008;32:974-9. [Crossref] [PubMed]
  61. Ornellas AA, Nóbrega BL, Wei Kin Chin E, et al. Prognostic factors in invasive squamous cell carcinoma of the penis: analysis of 196 patients treated at the Brazilian National Cancer Institute. J Urol 2008;180:1354-9. [Crossref] [PubMed]
  62. Qu XM, Siemens DR, Louie AV, et al. Validation of predictors for lymph node status in penile cancer: Results from a population-based cohort. Can Urol Assoc J 2018;12:119-25. [Crossref] [PubMed]
  63. Termini L, Fregnani JH, Boccardo E, et al. SOD2 immunoexpression predicts lymph node metastasis in penile cancer. BMC Clin Pathol 2015;15:3. [Crossref] [PubMed]
  64. Li K, Wu G, Fan C, et al. The prognostic significance of primary tumor size in squamous cell carcinoma of the penis. Discov Oncol 2021;12:22. [Crossref] [PubMed]
  65. Patel KN, Bhirud C, Dipin J, et al. A proposed Clino-radio-pathological Risk Scoring System (CRiSS) for prediction and management of inguinal lymph-nodes metastasis in squamous cell carcinoma of the penis. Surg Oncol 2021;36:147-52. [Crossref] [PubMed]
  66. Nascimento ADMTD, Pinho JD, Júnior AALT, et al. Angiolymphatic invasion and absence of koilocytosis predict lymph node metastasis in penile cancer patients and might justify prophylactic lymphadenectomy. Medicine (Baltimore) 2020;99:e19128. [Crossref] [PubMed]
  67. de Paula AA, Netto JC, Freitas R Jr, et al. Penile carcinoma: the role of koilocytosis in groin metastasis and the association with disease specific survival. J Urol 2007;177:1339-43; discussion 1343. [Crossref] [PubMed]
  68. Hungerhuber E, Schlenker B, Schneede P, et al. Squamous cell carcinoma antigen correlates with tumor burden but lacks prognostic potential for occult lymph node metastases in penile cancer. Urology 2007;70:975-9. [Crossref] [PubMed]
  69. Zhu Y, Ye DW, Yao XD, et al. The value of squamous cell carcinoma antigen in the prognostic evaluation, treatment monitoring and followup of patients with penile cancer. J Urol 2008;180:2019-23. [Crossref] [PubMed]
  70. Li ZS, Yao K, Li YH, et al. Clinical significance of preoperative C-reactive protein and squamous cell carcinoma antigen levels in patients with penile squamous cell carcinoma. BJU Int 2016;118:272-8. [Crossref] [PubMed]
  71. Hu J, Cui Y, Liu P, et al. Predictors of inguinal lymph node metastasis in penile cancer patients: a meta-analysis of retrospective studies. Cancer Manag Res 2019;11:6425-41. [Crossref] [PubMed]
  72. Wu C, Li Z, Guo S, et al. Development and Validation of a Nomogram for the Prediction of Inguinal Lymph Node Metastasis Extranodal Extension in Penile Cancer. Front Oncol 2021;11:675565. [Crossref] [PubMed]
  73. Joshi VB, Spiess PE, Necchi A, et al. Immune-based therapies in penile cancer. Nat Rev Urol 2022;19:457-74. [Crossref] [PubMed]
  74. Aydin AM, Chahoud J, Adashek JJ, et al. Understanding genomics and the immune environment of penile cancer to improve therapy. Nat Rev Urol 2020;17:555-70. [Crossref] [PubMed]
  75. Al Ghazal A, Steffens S, Steinestel J, et al. Elevated C-reactive protein values predict nodal metastasis in patients with penile cancer. BMC Urol 2013;13:53. [Crossref] [PubMed]
  76. Steffens S, Al Ghazal A, Steinestel J, et al. High CRP values predict poor survival in patients with penile cancer. BMC Cancer 2013;13:223. [Crossref] [PubMed]
  77. Azizi M, Peyton CC, Boulware DC, et al. Prognostic Value of Neutrophil-to-Lymphocyte Ratio in Penile Squamous Cell Carcinoma Patients Undergoing Inguinal Lymph Node Dissection. Eur Urol Focus 2019;5:1085-90. [Crossref] [PubMed]
  78. Kasuga J, Kawahara T, Takamoto D, et al. Increased neutrophil-to-lymphocyte ratio is associated with disease-specific mortality in patients with penile cancer. BMC Cancer 2016;16:396. [Crossref] [PubMed]
  79. Mo M, Li Y, Hu X. Serum CXCL5 level is associated with tumor progression in penile cancer. Biosci Rep 2021;41:BSR20202133. [Crossref] [PubMed]
  80. Mo M, Tong S, Li T, et al. Serum CXCL13 Level is Associated with Tumor Progression and Unfavorable Prognosis in Penile Cancer. Onco Targets Ther 2020;13:8757-69. [Crossref] [PubMed]
  81. Zhu Y, Zhou XY, Yao XD, et al. The prognostic significance of p53, Ki-67, epithelial cadherin and matrix metalloproteinase-9 in penile squamous cell carcinoma treated with surgery. BJU Int 2007;100:204-8. [Crossref] [PubMed]
  82. Mohanty SK, Mishra SK, Bhardwaj N, et al. p53 and p16(ink4a) As Predictive and Prognostic Biomarkers for Nodal metastasis and Survival in A Contemporary Cohort of Penile Squamous Cell Carcinoma. Clin Genitourin Cancer 2021;19:510-20. [Crossref] [PubMed]
  83. May M, Brookman-May SD, Ecke TH, et al. Molecular characterization of penile cancer: Literature review of new prognostic markers and potential therapeutic targets. Urologe A 2018;57:398-407. [Crossref] [PubMed]
  84. Canete-Portillo S, Velazquez EF, Kristiansen G, et al. Report From the International Society of Urological Pathology (ISUP) Consultation Conference on Molecular Pathology of Urogenital Cancers V: Recommendations on the Use of Immunohistochemical and Molecular Biomarkers in Penile Cancer. Am J Surg Pathol 2020;44:e80-6. [Crossref] [PubMed]
  85. Berdjis N, Meye A, Nippgen J, et al. Expression of Ki-67 in squamous cell carcinoma of the penis. BJU Int 2005;96:146-8. [Crossref] [PubMed]
  86. Guimarães GC, Leal ML, Campos RS, et al. Do proliferating cell nuclear antigen and MIB-1/Ki-67 have prognostic value in penile squamous cell carcinoma? Urology 2007;70:137-42. [Crossref] [PubMed]
  87. Stankiewicz E, Ng M, Cuzick J, et al. The prognostic value of Ki-67 expression in penile squamous cell carcinoma. J Clin Pathol 2012;65:534-7. [Crossref] [PubMed]
  88. Meng X, Huang Z, Teng F, et al. Predictive biomarkers in PD-1/PD-L1 checkpoint blockade immunotherapy. Cancer Treat Rev 2015;41:868-76. [Crossref] [PubMed]
  89. Udager AM, Liu TY, Skala SL, et al. Frequent PD-L1 expression in primary and metastatic penile squamous cell carcinoma: potential opportunities for immunotherapeutic approaches. Ann Oncol 2016;27:1706-12. [Crossref] [PubMed]
  90. Deng C, Li Z, Guo S, et al. Tumor PD-L1 expression is correlated with increased TILs and poor prognosis in penile squamous cell carcinoma. Oncoimmunology 2017;6:e1269047. [Crossref] [PubMed]
  91. Hu J, Li H, He T, et al. A nomogram incorporating PD-L1, NLR, and clinicopathologic features to predict inguinal lymph node metastasis in penile squamous cell carcinoma. Urol Oncol 2020;38:641.e19-29. [Crossref] [PubMed]
  92. Davidsson S, Carlsson J, Giunchi F, et al. PD-L1 Expression in Men with Penile Cancer and its Association with Clinical Outcomes. Eur Urol Oncol 2019;2:214-21. [Crossref] [PubMed]
  93. Zargar-Shoshtari K, Sharma P, Spiess PE. Insight into novel biomarkers in penile cancer: Redefining the present and future treatment paradigm? Urol Oncol 2018;36:433-9. [Crossref] [PubMed]
  94. Tang DH, Clark PE, Giannico G, et al. Lack of P16ink4a over expression in penile squamous cell carcinoma is associated with recurrence after lymph node dissection. J Urol 2015;193:519-25. [Crossref] [PubMed]
  95. Macedo J, Silva E, Nogueira L, et al. Genomic profiling reveals the pivotal role of hrHPV driving copy number and gene expression alterations, including mRNA downregulation of TP53 and RB1 in penile cancer. Mol Carcinog 2020;59:604-17. [Crossref] [PubMed]
  96. Hu X, Chen M, Li Y, et al. Aberrant CEACAM19 expression is associated with metastatic phenotype in penile cancer. Cancer Manag Res 2019;11:715-25. [Crossref] [PubMed]
  97. Tan X, Liu Z, Wang Y, et al. miR-138-5p-mediated HOXD11 promotes cell invasion and metastasis by activating the FN1/MMP2/MMP9 pathway and predicts poor prognosis in penile squamous cell carcinoma. Cell Death Dis 2022;13:816. [Crossref] [PubMed]
  98. Zhou QH, Deng CZ, Chen JP, et al. Elevated serum LAMC2 is associated with lymph node metastasis and predicts poor prognosis in penile squamous cell carcinoma. Cancer Manag Res 2018;10:2983-95. [Crossref] [PubMed]
  99. Pinho JD, Silva GEB, Teixeira Júnior AAL, et al. MIR-107, MIR-223-3P and MIR-21-5P Reveals Potential Biomarkers in Penile Cancer. Asian Pac J Cancer Prev 2020;21:391-7. [Crossref] [PubMed]
  100. Ayoubian H, Heinzelmann J, Hölters S, et al. miRNA Expression Characterizes Histological Subtypes and Metastasis in Penile Squamous Cell Carcinoma. Cancers (Basel) 2021;13:1480. [Crossref] [PubMed]
  101. Solsona E, Iborra I, Ricós JV, et al. Corpus cavernosum invasion and tumor grade in the prediction of lymph node condition in penile carcinoma. Eur Urol 1992;22:115-8. [Crossref] [PubMed]
  102. Solsona E, Iborra I, Rubio J, et al. Prospective validation of the association of local tumor stage and grade as a predictive factor for occult lymph node micrometastasis in patients with penile carcinoma and clinically negative inguinal lymph nodes. J Urol 2001;165:1506-9.
  103. Novara G, Artibani W, Cunico SC, et al. How accurately do Solsona and European Association of Urology risk groups predict for risk of lymph node metastases in patients with squamous cell carcinoma of the penis? Urology 2008;71:328-33. [Crossref] [PubMed]
  104. Solsona E, Algaba F, Horenblas S, et al. EAU Guidelines on Penile Cancer. Eur Urol 2004;46:1-8. [Crossref] [PubMed]
  105. Ficarra V, Zattoni F, Artibani W, et al. Nomogram predictive of pathological inguinal lymph node involvement in patients with squamous cell carcinoma of the penis. J Urol 2006;175:1700-4; discussion 1704-5. [Crossref] [PubMed]
  106. Zhu Y, Zhang HL, Yao XD, et al. Development and evaluation of a nomogram to predict inguinal lymph node metastasis in patients with penile cancer and clinically negative lymph nodes. J Urol 2010;184:539-45. [Crossref] [PubMed]
  107. Zhou JQ, Zhu Y, Ye DW, et al. A nomogram to predict the duration of drainage in patients with penile cancer treated with inguinal lymph node dissection. J Urol 2012;187:129-33. [Crossref] [PubMed]
  108. Li J, Wang B, Zheng SS, et al. Independent external verification of the nomograms for predicting lymph node metastasis in penile cancer. Zhonghua Nan Ke Xue 2018;24:399-403.
  109. Maciel CVM, Machado RD, Morini MA, et al. External validation of nomogram to predict inguinal lymph node metastasis in patients with penile cancer and clinically negative lymph nodes. Int Braz J Urol 2019;45:671-8. [Crossref] [PubMed]
  110. Peak TC, Russell GB, Dutta R, et al. A National Cancer Database-based nomogram to predict lymph node metastasis in penile cancer. BJU Int 2019;123:1005-10. [Crossref] [PubMed]
  111. Zhou X, Zhong Y, Song L, et al. Nomograms to predict the presence and extent of inguinal lymph node metastasis in penile cancer patients with clinically positive lymph nodes. Transl Androl Urol 2020;9:621-8. [Crossref] [PubMed]
  112. Li Z, Han H, Li X, et al. A novel predictive model for pelvic lymph node metastasis in patients with penile cancer: A multi-institutional study. Urol Oncol 2021;39:372.e1-6. [Crossref] [PubMed]
doi: 10.21037/amj-22-59
Cite this article as: Li Z, Zhou F. Penile cancer: prognostic factors for lymph node involvement—a narrative review. AME Med J 2023;8:4.

Download Citation