Int J App Pharm, Vol 14, Issue 2, 2022, 43-47Review Article

THE ROLE OF MAGNETIC RESONANCE SPECTROSCOPY FOR PROSTATE CANCER DIAGNOSIS

REEM HASABALLAH ALHASANI1 , NORAH A. ALTHOBAITI2 , SALMA SALEH ALRDAHE3*

1Department of Biology, Faculty of Applied Science, Umm Al-Qura University, Makkah, Saudi Arabia, 2Biology Department, College of Science and Humanities-Al Quwaiiyah, Shaqra University, Al Quwaiiyah 19257, Saudi Arabia, 3Department of Biology, Faculty of Science, University of Tabuk, Tabuk, Saudi Arabia
Email: salrdahe@ut.edu.sa

Received: 03 Dec 2021, Revised and Accepted: 10 Jan 2022


ABSTRACT

Prostate cancer (PC) is the most common malignancy among men and is the fifth leading cause of cancer-related death in men worldwide. The present study aims to systematically review the ability of magnetic resonance spectroscopy (MRS) to differentiate between benign and malignant prostate lesions. According to the 06-PRISMA guideline, we searched in five English databases, including Scopus, PubMed, Web of Science, EMBASE, and Google Scholar without time limitation for publications related to the role of magnetic resonance spectroscopy for prostate cancer diagnosis. The searched words and terms were: “prostate cancer”, “prostatitis”, “magnetic resonance spectroscopy”, “benign prostate hyperplasia”, “malignant prostate hyperplasia”, “comparison”. Totally 1927 papers were identified by database searching. Out of these papers, 261 papers were discarded because of duplication. Of the remaining 1666 papers, 1604 papers were discarded because of the inadequate information and the ones in which the abstract was submitted in congresses as preceding papers, conferences, and editorials without full text. Out of the remaining 62 papers which were studied for eligibility, 52 papers were removed for a number of reasons including inconsistency between methods with results, incorrect interpretation of the results, poor methodology, etc. Finally, 10 papers were included in this present study. In general, based on the results of the review of articles, MRS has optimal sensitivity, specificity and accuracy in diagnosing prostate cancer and differentiating it from benign prostate hyperplasia in comparison with other diagnostic and pathological methods. Due to the small number of studies related to the sensitivity and specificity of MRS, further checking was not possible to confirm these results. Therefore, further studies in this regard are recommended.

Keywords: Prostate cancer, Prostatitis, Magnetic resonance, Hyperplasia, Malignant prostate


INTRODUCTION

Prostate cancer (PC) is the most common malignancy among men and is the fifth leading cause of cancer-related death in men worldwide, and causing 358,989 deaths (3.8% of all deaths caused by cancer in men) in 2018 [1]. The epidemiology of PC is complex and is a subject of much study and debate. The clinical heterogeneity of prostate cancer may be a hallmark of this intricacy, the severity of the disease varies from person to person; some men will have advanced disease and, notwithstanding primary treatment will experience disease progression, while others have prostate cancer and live with it with the least difficulty [2, 3]. In addition, prostate cancer remains the most common non-cutaneous malignancy and second leading cause of cancer death in men, so changes in the diagnosis and management of prostate cancer can have substantial public health consequences [4, 5]. The incidence rate of PC varies through the areas and societies. In 2018, 1,276,106 new cases of prostate cancer were recorded worldwide, demonstrating 7.1% of all cancers in men [6]. According to statistics released in 2018, the highest mortality rates were in Central America, Australia-New Zealand and Western Europe, respectively [7]. Asia and North Africa also had the lowest mortality rates [7].

Age is known as the most important risk factor for PC, the disease rarely affects young men. According to the Prostate Cancer Institute, only 1 in 10,000 men under the age of 40 gets the disease. This statistic reaches 1 in 38 men aged 40 to 59 y and 1 man out of 14 men aged 60 to 69 y. Most cases are diagnosed in men over 65 y [8, 9]. Ethnicity is also considered as another risk factor of PC. The incidence and mortality rate among white men is lower than among African and American men. However, the Asian race has always had the lowest incidence of PC, which can be due to low genetic susceptibility and multiple environmental factors [10, 11].

Family history of PC is well-established risk factor for PC risk in men so that if one of the first-degree relatives is infected, the probability of contracting this disease is doubled [12]. Other risk factors for PC include diet (rich in red skin and saturated fats and poor in fruits and vegetables), Cigarette smoking, sedentary lifestyle, overweight, Alcohol consumption and sexually transmitted infections [13-19].

PC often has no specific symptoms in the early stages. But as the disease progresses, the following symptoms appear in the patient: Frequent urination, especially during nighttime sleep, decreased urinary flow pressure or difficulty emptying the bladder, the presence of blood in the urine or semen, weakness and disorder of the urinary system. Non-cancerous prostate complications such as benign prostatic hyperplasia (BPH) and prostatitis can have the same clinical symptoms [20].

The main ways to diagnose PC include measuring the concentration of prostate-specific antigen in the serum (PSA), rectal examination, and Tran’s rectal Ultrasonography biopsy [21, 22]. PSA blood tests are the most common method of early detection and diagnosis of PC; but because the specificity is low, it is not reliable [23]. In addition, rectal examination only allows the posterior surface of the prostate to be touched, and its sensitivity and specificity are not suitable for monitoring treatment [24]. If the results of PSA levels and rectal examination are suspicious, biopsy is used as an invasive and complementary method for histological examination of the prostate. Because biopsy is associated with bleeding and an increased risk of infection, it should be replaced with a non-invasive, high-sensitivity, non-invasive procedure [25]. Magnetic resonance spectroscopy (MRI) as a non-invasive imaging method without ionizing radiation, is capable of imaging PC, providing anatomical and physiological information for diagnosis, staging and treatment design [26].

Diffusion-weighted imaging (DWI) and T2-weighted imaging techniques, despite their ability to detect large tumors, have limitations in detecting small tumors, In addition, dynamic contrast-enhanced MRI is an invasive procedure [27], While magnetic resonance spectroscopy as a functional method allows non-invasive study by examining the levels of prostate metabolites including citrate, polyamine, choline, creatine and phosphocreatine content and accordingly, it provides the ability to distinguish the PC and differentiate it from other benign lesions [28]. Due to its non-invasiveness, sensitivity and specificity of magnetic resonance spectroscopy and its ability to detect small tumors in the early stages, it is considered as a suitable method in diagnosing this type of disease [29]. Therefore, the present study aims to systematically review the ability of magnetic resonance spectroscopy (MRS) to differentiate between benign and malignant prostate lesions.

METHODS

Study design

According to the 06-PRISMA guideline, we searched in five English databases, including Scopus, PubMed, Web of Science, EMBASE, and Google Scholar, without time limitation for publications related to the role of magnetic resonance spectroscopy for prostate cancer diagnosis. The searched words and terms were: “prostate cancer”, “prostatitis”, “magnetic resonance spectroscopy”, “benign prostate hyperplasia”, “malignant prostate hyperplasia”, “comparison”.

Studies selection

Initially, the studies were imported to the EndNote X9 software (Thomson Reuters, New York, NY, USA) and duplicate articles were removed. Next, three independent authors surveyed the title and abstract of the articles and the related papers were included for more examination.

Data extraction

As exclusion criteria, the papers with inadequate data, those are just an abstract of the article, mismatch between study method and results, and studies with unreasonable results and interpretation were excluded from the review. The extracted data in each selected paper was include type of study, control group, sample size(case/control), type of disease, measurement scale, dosage, intervention process, results, year, reference.

RESULTS AND DISCUSSION

Totally 1927 papers were identified by database searching. Out of these papers, 261 papers were discarded because of duplication. Of the remaining 1666 papers, 1604 papers were discarded because of the inadequate information and the ones in which the abstract was submitted in congresses as preceding papers, conferences, and editorials without full text. Out of the remaining 62 papers which were studied for eligibility, 52papers were removed for a number of reasons, including inconsistency between methods with results, incorrect interpretation of the results, poor methodology, etc. Finally, 10papers were included in this present study (fig. 1). The results of a review of studies on the ability to differentiate PC from benign prostatic lesions, including prostatitis and benign prostatic hyperplasia, are shown in table 1.

Table 1: Results of pathological examinations and MRS

Authors Sample size PC/BPH Coil type Magnetic field intensity

Biopsy results

(Gleason score)

PSA test Protocol type MRS results Ref
Cornel et al. 12 4 (PC)/7 (BPH) Body coil 1.5 T - - PRESS Ability to differentiate PC from BPH based on significantly higher citrate in BPH and choline in PC [30]
Kurhanevicet al. 33 14(PC)/12 (BPH) Endorectal surface coil 1.5 T 4-8 2-38 ng/ml STEAM Significantly higher ratio of citrate to total of choline and creatine in BPH [31]
Kim et al. 20 6(PC)/7 (BPH)

Saddle type

external-body

surface coil

1.5 T 7<

176.53-68.64

ng/ml

STEAM Significantly higher ratio of citrate to total of choline and creatine and also higher ratio of citrate to lipid in BPH [32]
Segura et al. 20 10(PC)/10 (BPH) Body coil 1.5 T 7 in 5 patients/7<in others 231.6±178.0 STEAM Higher levels of myoinositol in PC than inflammation/The ratio of creatine to myoinositol and citrate to choline is higher than 1 in BPH and lower than 1 in PC [33]
Yue et al. 14 3(PC)/3 (BPH) Body coil 1.5 T - - 2D PRESS Decreased citrate and polyamine and increased choline in PC compared to BPH [34]
Giskeødegård et al. 50 29(PC)/21 (BPH) Body coil 3 T 6-10 11.6 (P)Ca1.2)(BPH 3D CSI Higher choline levels and amino acid metabolism in PC compared to BPH [35]
Meier-Schroers et al. 85

44(PC)/21 (chronic

prostatitis)

Body coil 3 T 7< 8.6±1.1 ng/ml STEAM Higher citrate to choline ratio in chronic prostatitis patients [36]
Zhang et al. 43 8 (PC)/35 (prostatitis) Body coil 1.5 T 6 12.9 ng/ml 3D CSI Higher choline levels and reduced citrate/Higher ratio of choline and creatine to citrate in PC than prostatitis [37]
Zhang et al. 127 9(PC)/118 (BPH) Body coil 3 T

2-7/

7<in 67% of patients

10.87±4.80ng/ml 3D CSI There is no significant difference between the amount of metabolites between the two diseases [38]
Mazaheri et al. 67 34(PC)/33 (BPH) Endorectal coil 3 T 6-9 0.1–65.8 (ng/ml) 3D CSI Ability to differentiate PC from BPH based on significantly higher citrate in BPH and choline in PC [39]

Fig. 1: Flowchart describing the study design process

MRS imaging is a non-invasive imaging technique that is used to study metabolic changes in the brain area as well as metabolic changes in other organs such as the prostate [40]. In this imaging method, various metabolic information can be obtained simultaneously and, unlike mass spectroscopy or other common methods, there is no need to isolate. Also, MRS has the ability to detect the intensification spectrum of tissue chemical compounds, which reveals information related to chemical composition as well as metabolic information of tissues [41].

Prostate MRS can be used to determine changes in signal intensity from citrate metabolites. Citrate is one of the most important metabolites produced in the mitochondria of living cells in the tricarboxylic acid cycle; Intracellular concentrations of citrate are very low, but detected citrate can indicate prostate health [28].

In TE=120=MS and in a 1.5 Tesla magnetic field in a 1.5 Tesla magnetic field, the spectrum from a healthy prostate emits a strong signal from the citrate shows; which is usually higher than the choline signal [42]. But the Cho/Citratio will be various in different areas of the prostate so the highest value of this ratio will be in the sides of a healthy prostate and this ratio will be the opposite in the urethra. A high choline signal and a weak citrate signal in prostate tissue may indicate PC, but spatial non-uniformity should also be considered. Researches also shows the effect of BPH on this signal ratio. In general, the method of detecting tumors is based on increasing the ratio of total choline and creatine to citrate [42].

With respect to the sensitivity, specificity, and accuracy of MRS in diagnosing and differentiating benign and malignant prostate masses various investigations have been done [43]. Previous studies demonstrated that the mean sensitivity, specificity, and accuracy of MRS in the diagnosis of PC and its differentiation from benign lesions was estimated at 74.52 and 74.82, and 77.74%, respectively. Todays, the conventional methods for PC diagnosis have some limitations in use; for example, a rectal examination can only detect about 55% of all cancers that are later detected by biopsy. In addition, cancers detected by this method in half of the cases are in the advanced stages of the disease. Using PSA test and considering cut-off 4 ng/ml as a sign of PC, there is a possibility that a quarter of cancers will not be diagnosed [43].

Previously Hricak et al. (1994) demonstrated that MRI using endorectal coils as a primary diagnostic tool is not appropriate for the diagnosis of prostate cancer due to its low specificity and positive predictive value (PPV) [44, 45]; while MRI specificity for staging in stages B and C is 77% and is very sensitive to detect tumors that extend beyond the prostate and seminal vesicles [46].

At present, the pathological and tissue biopsies test with the sensitivity of 50% and a specificity of 82% remain the gold standard methods for PC diagnosis [47]. However, since these methods have dangerous complications such as the risk of infection, bleeding, allergies, therefore, the need for an accurate and non-invasive method to diagnose prostate cancer and improve the ability to identify a group of treatable patients is strongly felt [47, 48].

According to table 2, the present study aimed to examine the uniformity of the basic information of all studies, including PSA and Gleason scoring, which may affect the evaluation of results. In a number of studies, voxel identified by biopsy sites have been identified; However, biopsy is limited due to the multifocal nature of PC and its non-uniform nature in the diagnosis, location and grading of all cancers.

In the study conducted by Kristen et al. [49] on the magnetic resonance imaging and the total choline and creatine to citrate ratio; the findings revealed that in the diagnosis of cancer with Gleason grade 3+3, MRS tumor imaging, has a sensitivity of 44.4% and in cancer with a grade of more than 8 with has a sensitivity of 89.5%. Therefore, a high proportion of tumors with a Gleason score of 6 and <6 do not show abnormal metabolite ratios in the voxel. This may be due to the small size of the tumors, which allow volume averaging with noncancerous tissue. In addition, low-grade tumors (<6) may not be detected due to slow changes in citrate and choline levels [49, 50].

In total, two studies have examined the ability of PC to differentiate from prostatitis, among which the study of Zhang et al. [38] Showed a higher amount of choline and decrease in citrate in PC than prostatitis; also a higher total choline and creatine to citrate ratio in prostatitis compared to PC; This study is inconsistent with the results of other studies on the higher total choline and creatine to citrate ratio in cancer [38]. While the study of Meier et al. revealed that the citrate to choline ratio was higher in prostatitis than PC patients [36].

The general review of all these studies showed that choline and citrate are the most important diagnostic markers for PC and its differentiation from BPH; All studies showed a significant increase in choline and a decrease in citrate in PC compared to BPH. In addition to choline and citrate in the study of Kim et al., [32] higher lipid levels and reduced citrate to lipid ratio were seen in PC. Segura et al. survey showed a decrease in myoinositol levels and a higher ratio of creatine to myoinositol and citrate to choline in BPH compared to PC [33]; and Yue et al.'s study displayed a decrease in polyamine in PC cases compared to BPH [34].

CONCLUSION

In general, based on the results of the review of articles, MRS has optimal sensitivity, specificity and accuracy in diagnosing prostate cancer and differentiating it from benign prostate hyperplasia in comparison with other diagnostic and pathological methods. Due to the small number of studies related to the sensitivity and specificity of MRS, further checking was not possible to confirm these results. Therefore, further studies in this regard are recommended.

ETHICAL STATEMENT

Not applicable.

AVAILABILITY OF DATA AND MATERIALS

All data generated or analyzed during this study are included in this published article.

ACKNOWLEDGEMENT

Declared none

FUNDING

Nil

AUTHORS CONTRIBUTIONS

All the authors have contributed equally.

CONFLICT OF INTERESTS

The authors have no conflicts of interest, financial or otherwise.

REFERENCES

  1. Morgan SC, Holmes OE, Craig J, Grimes S, Malone S. Long-term outcomes of prostate radiotherapy for newly-diagnosed metastatic prostate cancer. Prostate Cancer Prostatic Dis. 2021;24(4):1041-7. doi: 10.1038/s41391-021-00339-y.

  2. Negoita S, Feuer EJ, Mariotto A, Cronin KA, Petkov VI, Hussey SK, Benard V, Henley SJ, Anderson RN, Fedewa S, Sherman RL, Kohler BA, Dearmon BJ, Lake AJ, Ma J, Richardson LC, Jemal A, Penberthy L. Annual report to the nation on the status of cancer, part II: Recent changes in prostate cancer trends and disease characteristics. Cancer. 2018;124(13):2801-14. doi: 10.1002/cncr.31549, PMID 29786851.

  3. Jemal A, Fedewa SA, Ma J, Siegel R, Lin CC, Brawley O, Ward EM. Prostate cancer incidence and PSA testing patterns in relation to USPSTF screening recommendations. JAMA. 2015;314(19):2054-61. doi: 10.1001/jama.2015.14905, PMID 26575061.

  4. Taitt HE. Global trends and prostate cancer: a review of incidence, detection, and mortality as influenced by race, ethnicity, and geographic location. Am J Mens Health. 2018;12(6):1807-23. doi: 10.1177/1557988318798279, PMID 30203706.

  5. Satapathy S, Sood A, Das CK, Mittal BR. Evolving role of 225Ac-PSMA radioligand therapy in metastatic castration-resistant prostate cancer-a systematic review and meta-analysis. Prostate Cancer Prostatic Dis. 2021;24(3):880-90. doi: 10.1038/s41391-021-00349-w, PMID 33746213.

  6. Denny DC, SSY, RV, Fardan M. Iype Ds, K Am. Cardiovascular risk associated with androgen deprivation therapy in advanced prostate cancer. Asian J Pharm Clin Res. 2021;14(8):6-9.

  7. Ferlay J, EM LF, Colombet M, Mery L, Pineros M, Znaor A, Soerjomataram I. Global cancer observatory: cancer today. Lyon, France: International Agency for Research on Cancer. Available from: https://gco,fr:iarc/today [Last accessed on 02 Feb 2019].

  8. Cancer Stat Facts. Prostate cancer [internet]; 2018. Seer. Available from: https://seer.cancer.gov/statfacts/ html/prost.html. [Last accessed on 22 Jan 2022]

  9. US Preventive Services Task Force, Grossman DC, Curry SJ, Owens DK, Bibbins Domingo K, Caughey AB, Davidson KW, Doubeni CA, Ebell M, Epling JW, Kemper AR, Krist AH, Kubik M, Landefeld CS, Mangione CM, Silverstein M, Simon MA, Siu AL, Tseng CW. Screening for prostate cancer: US Preventive Services Task Force recommendation statement. JAMA. 2018;319(18):1901-13. doi: 10.1001/jama.2018.3710, PMID 29801017.

  10. Begum SA, Rani SJ, Banu A, Pavani A, Yeruva V. Statistics of cancer, 2020 in Indian states: a review on the report from national cancer registry programme. Asian J Pharm Clin Res. 2021;14(6):36-42. doi: 10.22159/ajpcr.2021.v14i6.41616.

  11. Hosain GM, Sanderson M, Du XL, Chan W, Strom SS. Racial/ethnic differences in predictors of PSA screening in a tri-ethnic population. Cent Eur J Public Health. 2011;19(1):30-4. doi: 10.21101/cejph.a3622, PMID 21526653.

  12. Bauman G, Belhocine T, Kovacs M, Ward A, Beheshti M, Rachinsky I. 18F-fluorocholine for prostate cancer imaging: a systematic review of the literature. Prostate Cancer Prostatic Dis. 2012;15(1):45-55. doi: 10.1038/pcan.2011.35, PMID 21844889.

  13. Aronson WJ, Barnard RJ, Freedland SJ, Henning S, Elashoff D, Jardack PM, Cohen P, Heber D, Kobayashi N. Growth inhibitory effect of low fat diet on prostate cancer cells: results of a prospective, randomized dietary intervention trial in men with prostate cancer. J Urol. 2010;183(1):345-50. doi: 10.1016/j.juro.2009.08.104, PMID 19914662.

  14. Venkateswaran V, Klotz LH. Diet and prostate cancer: mechanisms of action and implications for chemoprevention. Nat Rev Urol. 2010;7(8):442-53. doi: 10.1038/nrurol.2010.102, PMID 20647991.

  15. Stram DO, Hankin JH, Wilkens LR, Park S, Henderson BE, Nomura AM, Pike MC, Kolonel LN. Prostate cancer incidence and intake of fruits, vegetables and related micronutrients: the multiethnic cohort study* (United States). Cancer Causes Control. 2006;17(9):1193-207. doi: 10.1007/s10552-006-0064-0, PMID 17006725.

  16. Giovannucci E, Liu Y, Platz EA, Stampfer MJ, Willett WC. Risk factors for prostate cancer incidence and progression in the health professionals follow-up study. Int J Cancer. 2007;121(7):1571-8. doi: 10.1002/ijc.22788, PMID 17450530.

  17. Bass EJ, Pantovic A, Connor M, Gabe R, Padhani AR, Rockall A, Sokhi H, Tam H, Winkler M, Ahmed HU. A systematic review and meta-analysis of the diagnostic accuracy of biparametric prostate MRI for prostate cancer in men at risk. Prostate Cancer Prostatic Dis. 2021;24(3):596-611. doi: 10.1038/s41391-020-00298-w, PMID 33219368.

  18. Sesso HD, Paffenbarger RS Jr, Lee IM. Alcohol consumption and risk of prostate cancer: the harvard alumni health study. Int J Epidemiol. 2001 Aug;30(4):749-55. doi: 10.1093/ije/30.4.749, PMID 11511598.

  19. Taylor ML, Mainous AG, Wells BJ. Prostate cancer and sexually transmitted diseases: a meta-analysis. Fam Med. 2005 Jul–Aug;37(7):506-12. PMID 15988645.

  20. Allott EH, Masko EM, Freedland SJ. Obesity and prostate cancer: weighing the evidence. Eur Urol. 2013;63(5):800-9. doi: 10.1016/j.eururo.2012.11.013, PMID 23219374.

  21. Descotes JL. Diagnosis of prostate cancer. Asian J Urol. 2019;6(2):129-36. doi: 10.1016/j.ajur.2018.11.007, PMID 31061798.

  22. Alaryani FS, Turki Alrdahe SS. A review of treatment, risk factors, and incidence of colorectal cancer. Int J Appl Pharm. 2022;14(1):1-6. doi: 10.22159/ijap.2022v14i1.42820.

  23. Lamy PJ, Allory Y, Gauchez AS, Asselain B, Beuzeboc P, de Cremoux P. Pronostic biomarkers used for localized prostate cancer management: asystematic review. Eur Urol Focus. 2017;7:30065e72.

  24. Jones D, Friend Ch, Dreher A, Allgar V, Macleod U. The diagnostic test accuracy of rectal examination for prostate cancer diagnosis in symptomatic patients: a systematic review. BMC Fam Pract. 2018;19(1):79. doi: 10.1186/s12875-018-0765-y, PMID 29859531.

  25. Tyson MD, Arora SS, Scarpato KR, Barocas D. Magnetic resonance-ultrasound fusion prostate biopsy in the diagnosis of prostate cancer. Urol Oncol 2016;34:326e32.

  26. Schoots IG, Roobol MJ, Nieboer D, Bangma CH, Steyerberg EW, Hunink MG. Magnetic resonance imaging-targeted biopsy may enhance the diagnostic accuracy of significant prostate cancer detection compared to standard transrectal ultrasound-guided biopsy: a systematic review and meta-analysis. Eur Urol. 2015;68(3):438-50. doi: 10.1016/j.eururo.2014.11.037, PMID 25480312.

  27. Martin H, Maurer J, Heverhagen T. Diffusion-weighted imaging of the prostate-principles, application, and advances. Transl Androl Urol. 2017 Jun;6(3):490-8.

  28. Barentsz J, de Rooij M, Villeirs G, Weinreb J. Prostate imaging-reporting and data system version 2 and the implementation of high-quality prostate magnetic resonance imaging. Eur Urol Version 2. 2017;72(2):189-91. doi: 10.1016/ j.eururo.2017.02.030, PMID 28262414.

  29. Thormer G, Otto J, Horn LC, Garnov N, Do M, Franz T, Stolzenburg JU, Moche M, Kahn T, Busse H. Non-invasive estimation of prostate cancer aggressiveness using diffusion-weighted MRI and 3D proton MR spectroscopy at 3.0 T. Acta Radiol. 2015;56(1):121-8. doi: 10.1177/0284185113520311, PMID 24504488.

  30. Cornel EB, Smits GAHJ, Oosterhof GON, Karthaus HFM, Debruyne FMJ, Schalken JA, Heerschap A. Characterization of human prostate cancer, benign prostatic hyperplasia and normal prostate by in vitro 1 H and 31 P magnetic resonance spectroscopy. J Urol. 1993;150(6):2019-24. doi: 10.1016/S0022-5347(17)35957-8.

  31. Kurhanewicz J, Vigneron DB, Nelson SJ, Hricak H, MacDonald JM, Konety B, Narayan P. Citrate as an in vivo marker to discriminate prostate cancer from benign prostatic hyperplasia and normal prostate peripheral zone: detection via localized proton spectroscopy. Urology. 1995;45(3):459-66. doi: 10.1016/S0090-4295(99)80016-8, PMID 7533458.

  32. Kim JK, Kim DY, Lee YH, Sung NK, Chung DS, Kim OD, Kim KB. In vivo differential diagnosis of prostate cancer and benign prostatic hyperplasia: localized proton magnetic resonance spectroscopy using external-body surface coil. Magn Reson Imaging. 1998;16(10):1281-8. doi: 10.1016/s0730-725x(98)00110-6, PMID 9858286.

  33. Garcia Segura JM, Sanchez Chapado M, Ibarburen C, Viano J, Angulo JC, Gonzalez J, Rodriguez Vallejo JM. In vivo proton magnetic resonance spectroscopy of diseased prostate: spectroscopic features of malignant versus benign pathology. Magn Reson Imaging. 1999;17(5):755-65. doi: 10.1016/s0730-725x(99)00006-5, PMID 10372529.

  34. Yue K, Marumoto A, Binesh N, Thomas MA. 2D JPRESS of human prostates using an endorectal receiver coil. Magn Reson Med. 2002;47(6):1059-64. doi: 10.1002/mrm.10160, PMID 12111951.

  35. Giskeødegard GF, Hansen AF, Bertilsson H, Gonzalez SV, Kristiansen KA, Bruheim P, Mjøs SA, Angelsen A, Bathen TF, Tessem MB. Metabolic markers in blood can separate prostate cancer from benign prostatic hyperplasia. Br J Cancer. 2015;113(12):1712-9. doi: 10.1038/bjc.2015.411, PMID 26633561.

  36. Meier Schroers M, Kukuk G, Wolter K, Decker G, Fischer S, Marx C, Traeber F, Sprinkart AM, Block W, Schild HH, Willinek W. Differentiation of prostatitis and prostate cancer using the prostate imaging-reporting and data system (PI-RADS). Eur J Radiol. 2016;85(7):1304-11. doi: 10.1016/j.ejrad.2016.04.014, PMID 27235878.

  37. Zhang TH, Hu CH, Chen JX, Xu ZD, Shen JK. Differentiation diagnosis of hypo-intense t2 area in unilateral peripheral zone of prostate using magnetic resonance spectroscopy (MRS): prostate carcinoma versus prostatitis. Med Sci Monit. 2017;23:3837-43. doi: 10.12659/MSM.903123, PMID 28790299.

  38. Zhang XQ, Yu XR, Du ZL, Miao XF, Lu J, Zhou Q. Three-dimensional proton magnetic resonance spectroscopy and diffusion-weighted imaging in the differentiation of incidental prostate carcinoma from benign prostate hyperplasia. Oncol Lett. 2018;15(5):6541-6. doi: 10.3892/ol.2018.8131, PMID 29616121.

  39. Mazaheri Y, Shukla Dave A, Goldman DA, Moskowitz CS, Takeda T, Reuter VE, Akin O, Hricak H. Characterization of prostate cancer with MR spectroscopic imaging and diffusion-weighted imaging at 3 Tesla. Magn Reson Imaging. 2019;55:93-102. doi: 10.1016/j.mri.2018.08.025. PMID 30176373.

  40. Barentsz J, de Rooij M, Villeirs G, Weinreb J. Prostate imaging-reporting and data system version 2 and the implementation of high-quality prostate magnetic resonance imaging. Eur Urol Version 2. 2017;72(2):189-91. doi: 10.1016/j.eururo.2017.02.030, PMID 28262414.

  41. Kobus T, van der Laak JA, Maas MC, Hambrock T, Bruggink CC, Hulsbergen-van de Kaa CA, Scheenen TW, Heerschap A. Contribution of histopathologic tissue composition to quantitative mr spectroscopy and diffusion-weighted imaging of the prostate. Radiology. 2016;278(3):801-11. doi: 10.1148/radiol.2015142889. PMID 26418614.

  42. Robatjazi M, Pashazadeh AM, Karimi H, Assadi M. Mol imaging magn reson spectrosc (MRS). ISMJ. 2015;18(1):210-21.

  43. Carter HB. Diagnosis and staging of prostate cancer. Campbell’s Urol. 1998;3:2519-37.

  44. Ikonen S, Kivisaari L, Tervahartiala P, Vehmas T, Taari K, Rannikko S. Prostatic MR imaging. Accuracy in differentiating cancer from other prostatic disorders. Acta Radiol. 2001;42(4):348-54. doi: 10.1034/j.1600-0455.2001.420402.x’, PMID 11442457.

  45. Hricak H, White S, Vigneron D, Kurhanewicz J, Kosco A, Levin D, Weiss J, Narayan P, Carroll PR. Carcinoma of the prostate gland: MR imaging with pelvic phased-array coils versus integrated endorectal-pelvic phased-array coils. Radiology. 1994;193(3):703-9. doi: 10.1148/radiology.193.3.7972810, PMID 7972810.

  46. Jager GJ, Severens JL, Thornbury JR, de la Rosette JJ, Ruijs SH, Barentsz JO. Prostate cancer staging: should MR imaging be used?-A decision-analytic approach. Radiology. 2000;215(2):445-51. doi: 10.1148/radiology.215.2.r00ap09445, PMID 10796923.

  47. Claus FG, Hricak H, Hattery RR. Pretreatment evaluation of prostate cancer: role of MR imaging and 1H MR spectroscopy. RadioGraphics. 2004;24Suppl 1:S167-S80. doi: 10.1148/24si045516, PMID 15486239.

  48. Padhani AR, Liu G, Koh DM, Chenevert TL, Thoeny HC, Takahara T, Dzik-Jurasz A, Ross BD, Van Cauteren M, Collins D, Hammoud DA, Rustin GJ, Taouli B, Choyke PL. Diffusion-weighted magnetic resonance imaging as a cancer biomarker: consensus and recommendations. Neoplasia. 2009;11(2):102-25. doi: 10.1593/neo.81328, PMID 19186405.

  49. Zakiana KL, Hatfieldb W, Arasc O, Caod K, Derya Yakare DA, Goldmanf CS Moskowitzg, Amita Shukla-Daveh, Yousef Mazaheri Tehranii, Samson Finej, James Easthamk, Hedvig Hricakl. Prostate MRSI predicts outcome radic prostatectomy patients magnreson imaging author [manuscript]. PMC. 2017.

  50. Zakian KL, Sircar K, Hricak H, Chen HN, Shukla Dave A, Eberhardt S, Muruganandham M, Ebora L, Kattan MW, Reuter VE, Scardino PT, Koutcher JA. Correlation of proton MR spectroscopic imaging with gleason score based on step-section pathologic analysis after radical prostatectomy. Radiology. 2005;234(3):804-14. doi: 10.1148/ radiol. 2343040363, PMID 15734935.