A systematic review and meta-analysis of artificial intelligence diagnostic accuracy in prostate cancer histology identification and grading

BACKGROUND

Artificial intelligence (AI) is a promising tool in pathology, including cancer diagnosis, subtyping, grading, and prognostic prediction.

METHODS

The aim of the study is to assess AI application in prostate cancer (PCa) histology. We carried out a systematic literature search in 3 databases. Primary outcome was AI accuracy in differentiating between PCa and benign hyperplasia. Secondary outcomes were AI accuracy in determining Gleason grade and agreement among AI and pathologists.

RESULTS

Our final sample consists of 24 studies conducted from 2007 to 2021. They aggregate data from roughly 8000 cases of prostate biopsy and 458 cases of radical prostatectomy (RP). Sensitivity for PCa diagnostic exceeded 90% and ranged from 87% to 100%, and specificity varied from 68% to 99%. Overall accuracy ranged from 83.7% to 98.3% with AUC reaching 0.99. The meta-analysis using the Mantel-Haenszel method showed pooled sensitivity of 0.96 with I2 = 80.7% and pooled specificity of 0.95 with I2 = 86.1%. Pooled positive likehood ratio was 15.3 with I2 = 87.3% and negative - was 0.04 with I2 = 78.6%. SROC (symmetric receiver operating characteristics) curve represents AUC = 0.99. For grading the accuracy of AI was lower: sensitivity for Gleason grading ranged from 77% to 87%, and specificity from 82% to 90%.

CONCLUSIONS

The accuracy of AI for PCa identification and grading is comparable to expert pathologists. This is a promising approach which has several possible clinical applications resulting in expedite and optimize pathology reports. AI introduction into common practice may be limited by difficult and time-consuming convolutional neural network training and tuning.

Comparison of EEP and TURP long-term outcomes: systematic review and meta-analysis

OBJECTIVE

To compare long-term reoperation rate and functional outcomes between EEP (endoscopic enucleation of the prostate) and TURP (transurethral resection of the prostate).

EVIDENCE ACQUISITION

A systematic literature review of Medline, Scopus, and Web of Science was conducted with primary outcome assessed being reoperation rate and secondary outcomes after a long term (> 3 years) being functional outcomes or related values (prostate volume, PSA level, etc.).

EVIDENCE SYNTHESIS

Five studies were found with long-term follow-up 4-7 years. EEP reoperation rate ranged from 0 to 1.27%, while from 1.7 to 17.6% for TURP. Meta-analysis showed significantly lower OR for EEP, 0.27 (95% CI 0.24-0.31), with notable homogeneity of the results, I2 = 0%. Long-term Qmax and IPSS were significantly better for EEP. Qmax pooled mean difference was 1.79 (95% CI 1.72-1.86) ml/s with a high concordance among the studies, I2 = 0%. IPSS mean difference -1.24 (95% CI - 1.28 to - 1.2) points, I2 = 57% but QoL did not differ, with mean difference being 0.01 (95% CI - 0.02 to 0.04), I2 = 0%. IIEF-5 score was also significantly better for EEP, mean difference 1.08 (95% CI 1.03-1.13), but heterogeneity was high, I2 = 70%. PSA level and prostate volume were only reported in one study and favored EEP slightly yet statistically significant.

CONCLUSION

EEP had a significantly lower reoperation rate and better functional outcomes (Qmax and IPSS) at long term compared with TURP. It may also be beneficial in terms of IIEF-5, PVR, and PSA level.

A 10-year renaissance of en bloc resection of bladder tumors (ERBT): Are we approaching the peak or is it back to the trough?

BACKGROUND

The number of studies suggesting that en bloc resection of bladder tumor (ERBT) is superior to transurethral resection of bladder tumor (TURBT) for non-muscle-invasive bladder cancer (NMIBC) management is growing. The aim of this review is to discuss the features of these procedures and to determine the prospects of en bloc in NMIBC management.

MATERIALS AND METHODS

We conducted a literature search using two databases (Medline and Scopus) and included any research which reported ERBT outcomes.

RESULTS

The lasers with minimal tissue penetration depth are becoming the main tool for ERBT. Unfortunately, most of the systematic reviews continue to be characterized by high heterogeneity. However, recent studies indicate that ERBT may have the edge when it comes to the detrusor muscle rate and the quality of the histological specimen. ERBT may favor in terms of in-field relapse, but its rate in the studies varies greatly. As for out-field relapse-free survival, the data are still lacking. The strongest evidence supports that ERBT is superior to TURBT in complications rate (bladder perforation). ERBT is feasible irrespective to tumor size and location.

CONCLUSIONS

ERBT has gained in momentum with the increasingly widespread use of this kind of laser surgery. The introduction of novel sources (TFL and Thulium:YAG pulsed laser) will definitely affect how the field develops and will result in further improvements in safety and precision. The latest trials make us more certain in our belief that ERBT will be beneficial in terms of histological specimen quality, relapse rate and complications rate.

Thermal ablation vs. active surveillance for renal masses: a systematic review and network meta-analysis

INTRODUCTION

Partial nephrectomy, thermal ablation and active surveillance are acceptable options for T1 stage renal tumor management. Currently, we lack sufficient information to make an accurate comparison of thermal ablation with active surveillance. The study objectives were to compare thermal ablation with active surveillance indirectly using partial nephrectomy as a reference.

EVIDENCE ACQUISITION

We performed a systematic literature search using two databases (Scopus and Medline). The detailed search strategy is available at Prospero, CRD42021290055. The primary outcome was cancer-specific survival. Secondary outcomes included overall survival and metastasis-free survival.

EVIDENCE SYNTHESIS

The final sample comprised 33 articles. They included the ones that compare: partial nephrectomy to ablation (29 studies), partial nephrectomy to active surveillance (2 studies), and partial nephrectomy vs active surveillance vs ablation (2 articles). We assessed 3-year and 5-year cancer-specific survival, and 3-, 5- and 7-year overall survival. The surface under the cumulative ranking curve (SUCRA) treatment benefit ranking was: cancer-specific survival - 48.6% for thermal ablation and 1.6% for active surveillance (5-year follow-up); overall survival - 52% for thermal ablation and 0.6% for active surveillance (7-year follow-up). The results demonstrated a significantly higher 3-year cancer-specific survival (RR 1.55, P=0.02) and 3- and 7-year follow-up overall survival (RR 1.85, P=0.03) in thermal ablation compared to active surveillance. At 5-year follow-up, cancer-specific survival and overall survival were in favor of thermal ablation while no statistically significant difference was reported.

CONCLUSIONS

Thermal ablation offers a significantly higher cancer-specific survival and overall survival at mid-term follow up in the management of T1 renal tumors compared to active surveillance. However, it is necessary to conduct further prospective randomized studies to validate the data.

En bloc resection for nonmuscle-invasive bladder cancer: selecting a proper laser

PURPOSE OF REVIEW

To discuss the most recent surgical lasers that have been made available to us and to evaluate their potential in performing en bloc resection of nonmuscle invasive bladder cancer.

RECENT FINDINGS

Laser en bloc resection of bladder tumors (ERBT) can be performed with a number of laser systems including Ho:YAG, GreenLight, diode, Tm:YAG and thulium fiber lasers (TFL). The data that is currently available suggests that the water-targeting devices (utilizing water as a primary chromophore - Ho:YAG, Tm:YAG, TFL) may have a number of advantages over hemoglobin-targeting systems (potassium titanyl phosphate:YAG, lithium triborate:YAG). One recent addition to the surgical armamentarium Moses effect enhanced Ho:YAG and the TFL (being able to work both in quasi-continuous and SuperPulsed modes) necessitates careful discussion and comparison with the other available devices.

SUMMARY

The majority of available lasers have proven to be safe to use and compared to electrocautery allow for lower rates of obturator nerve reflex and result in fewer bleeding complications. The minimal penetration depth and decreased peak power of Tm:YAG and TFLs render them the devices of choice when it comes to ERBT. Unfortunately, more studies on ERBT with TFL are needed in order for us to make a sound assessment of the respective pros and cons.

Prospective two‐arm study of testicular function in patients with COVID‐19

Background

The COVID‐19 pandemic has led the international community to conduct extensive research into potential negative effects of the disease on multiple organs and systems in the human body. One of the most discussed areas is potential of the virus to compromise the testicular function. However, the lack of prospective studies on this topic makes it impossible to draw reliable conclusions on whether the disease affects the male reproductive system and, if so, to what extent.

Objectives

The current trial is aimed at investigating the effect of SARS‐CoV‐2 on the testicular function, hormone levels and determining the extent of impact on spermatogenesis and damage to testicular tissue.

Materials and methods

This prospective study included healthy controls and cases of patients suffering from viral pneumonia based on chest computed tomography (CT) and a positive SARS‐CoV‐2 throat swab exhibited moderate symptoms (World Health Organization (WHO) classification). Epidemiological, clinical, laboratory and ultrasound data were collected. A semen analysis was performed in cases during their hospital stay and 3 months after the discharge home. We also assessed the testicles obtained during autopsies of patients who died of COVID‐19 (n = 20).

Results

A total of 88 participants were included (44 controls and 44 cases). Blood testosterone levels were significantly decreased in 27.3% of the cases (12/44). The mean level (7.3±2.7 nmol/L) was lower than that in the healthy controls (13.5±5.2 nmol/L, p < 0.001). An increase in luteinizing hormone (LH) and follicle‐stimulating hormone (FSH) was also detected compared to the healthy controls (p = 0.04 and p = 0.002). The semen analysis revealed decreased motility in COVID‐19 patients (p = 0.001), and a higher number of immobile sperm (during COVID‐19: 58.8% and at 3 months 47.4%, p = 0.005). All parameters returned to normal at 3 months after discharge. Direct mixed agglutination reaction (MAR) test at 3 months showed an increase of Ig A (p = 0.03). In the majority of autopsies (18/20), structural disorders of the testicular tissue, with signs of damage to germ cells were observed.

Discussion and conclusion

COVID‐19 and its management strategies significantly affect male hormone levels and sperm quality at the onset of the disease. Postmortem examination of testicular tissue confirmed inflammation and viral infiltration of the testicles. However, in patients with moderate to severe disease, the studied parameters of the testicular function returned to normal values within 3 months.

Enucleation vs vaporization of benign prostatic hyperplasia: a head-to-head comparison of the various outcomes and complications. A systematic review and meta-analysis

INTRODUCTION

Vaporization of the prostate (VP) and endoscopic enucleation of the prostate (EEP) are reliable and frequently used methods for BPO relief. Both surgeries utilize lasers and EAU recommends them in similar patient cohorts. Our objective was to compare intra- and perioperative results of patients who had undergone VP and EEP.

EVIDENCE ACQUISITION

A systematic literature search was performed in three databases (MEDLINE, Web of Science and Scopus). The detailed search strategy is available at Prospero, CRD42020204739. Primary outcomes were functional results (IPSS, QoL, PVR, Qmax), and secondary outcomes were intraoperative results, postoperative PSA and prostate volume, complications, and recurrence rate.

EVIDENCE SYNTHESIS

VP required less operative time compared to EEP, mean difference=-5.51 (95%CI -7.52; -3.50). IPSS and Qmax for VP were worse after 12-month follow-up, mean difference=0.89 (95%CI 0.52; 1.27) and -3.7 (95%CI -4.56; -2.85), respectively, while QoL did not differ significantly. Postoperative PSA level was higher in the VP group, mean difference=2.28 (95%CI 2.00; 2.55). VP was associated with reduced Clavien-Dindo grade I (OR=4.16; 95%CI 2.96; 5.84) and grade II (OR=3.79; 95%CI 2.25; 6.39) complication rate, especially in terms of the percentage of blood transfusion and transient urinary incontinence. The rate of complications grade IIIa and higher was similar (3 - 6%). Reoperation rate was only estimated in one study and was significantly higher in the PVP group at 60 months of follow-up, 2.7% vs 0%, p<0.05.

CONCLUSIONS

EEP and VP share the efficacy and safety in BPH management. Our meta-analysis shows comparable complication rate in Clavien-Dindo III, VP superiority in operation time, and EEP superiority in long-term functional outcomes and PSA reduction.

Postoperative medical treatment of lower urinary tract symptoms after benign prostatic hyperplasia surgery. Are we underestimating the problem?

PURPOSE OF REVIEW

The aim of this study was to determine whether well timed start of medical and surgical treatment of benign prostatic obstruction (BPO) influences the treatment's effectiveness and thus the patients' overall functional outcomes and quality of life.

RECENT FINDINGS

Pharmacological therapy even in high-volume (>80 cm3) BPH typically begins with α-blockers sole and only subsequently are 5ARI added. Several studies showed that acute urinary retention (AUR) developed more frequently in men who suffered severe lower urinary tract symptoms (LUTS) and who did not start combination therapy immediately. Moreover, there are no strict criteria which determine the right time for performing surgery in patients with mild and moderate LUTS, especially when pharmacological therapy fails. However, sometimes, the surgery does not eliminate all the symptoms, as it deals effectively with BPO, but does not treat an overactive bladder. Also, data show that surgery should be performed as soon as possible and be more radical after the first episode of AUR.

SUMMARY

A combination of α-blockers and 5ARI makes for a good starting point where the treatment of high volume BPH is concerned. Ideally, surgery should be performed immediately or as soon as possible in patients with the first episode of AUR and 'anatomic' BPH tissue removal is preferable (dissection of tissue along the prostate capsule to remove its maximum volume).

hTERT, hTR and TERT promoter mutations as markers for urological cancers detection: A systematic review

The clinical relevance of telomerase subunits (human reverse transcriptase - hTERT, and human telomerase RNA - hTR) and TERT promotor mutations as biomarkers in genitourinary cancers was reviewed through the systematic analysis of the current literature. We performed a systematic literature search using 2 databases (Medline and Scopus) over the past 20 years. Primary outcomes were sensitivity and specificity of hTR, hTERT and TERT promoter mutations. Secondary outcomes were the biomarkers predictive values for tumor characteristics. Regarding bladder cancer, hTERT in urine showed high sensitivity (mean values: 55%-96%), and specificity (69%-100%): it correlated with bladder cancer grade and/or stage. hTR sensitivity ranged from 77% to 92%. With adapted cut-off, it demonstrated 72% to 89% specificity. TERT promoter mutation rate was up to 80% both in tissue and urine, resulting in 62%-92% sensitivity for primary tumors and 42% for relapse. Specificity ranged from 73% to 96%, no correlations with stage were observed. In prostate cancer, hTERT in tissue, prostate secretion and serum showed high sensitivity (97.9%, 36%, and 79.2%-97.5%, respectively) and specificity values (70%, 66%, 60%-100%). hTR showed very high sensitivity (88% in serum and 100% in tissue) although specificity values were highly variable depending on the series and techniques (0%-96.5%). In RCC, hTERT sensitivity on tissue ranged from 90 to 97%, specificity from 25 to 58%. There was an association of hTERT expression with tumor stage and grade. hTERT showed high accuracy in genitourinary cancers, while the value of hTR was more controversial. hTERT and TERT promotor mutations may have predictive value for bladder cancer and RCC staging and grading, while no such relationship was observed in CaP. Although telomerase subunits showed clinically relevant values in genitourinary cancers, developing fast and cost-effective methods is required before contemplating routine use.