John N Eble's research while affiliated with Indiana University School of Medicine and other places

What is this page?


This page lists the scientific contributions of an author, who either does not have a ResearchGate profile, or has not yet added these contributions to their profile.

It was automatically created by ResearchGate to create a record of this author's body of work. We create such pages to advance our goal of creating and maintaining the most comprehensive scientific repository possible. In doing so, we process publicly available (personal) data relating to the author as a member of the scientific community.

If you're a ResearchGate member, you can follow this page to keep up with this author's work.

If you are this author, and you don't want us to display this page anymore, please let us know.

Publications (307)


Fig. 1. Ground-truth annotation and extractions of patches. (A) JPEG image extracted from digital slide; (B) tumor selection (ground truth); (C) no overlap between patches used for training and testing/validation datasets; and (D) patches.
Fig. 2. Google AutoML Vision (beta) training and inference: (A) naïve and (B) trained.
Fig. 3. Patch classification performance metrics AuPRC and confusions matrices for models after 1 and 8 h of training. The confusion matrices show how often the model classified each label correctly (in blue), and which labels were most often misclassified for that label (in orange).
Fig. 5. Patches in agreement with original diagnosis showing more than 90% likelihood of belonging to these categories: (A) clear cell renal cell carcinoma; (B) papillary renal cell carcinoma; (C) chromophobe renal cell carcinoma; (D) clear cell papillary cell carcinoma; (E) oncocytoma; and (F) metanephric adenoma.
Number of WSIs per category used to create all the datasets.

+1

Artificial intelligence-based multi-class histopathologic classification of kidney neoplasms
  • Article
  • Full-text available

February 2023

·

61 Reads

·

2 Citations

Journal of Pathology Informatics

·

·

·

[...]

·

Artificial intelligence (AI)-based techniques are increasingly being explored as an emerging ancillary technique for improving accuracy and reproducibility of histopathological diagnosis. Renal cell carcinoma (RCC) is a malignancy responsible for 2% of cancer deaths worldwide. Given that RCC is a heterogenous disease, accurate histopathological classification is essential to separate aggressive subtypes from indolent ones and benign mimickers. There are early promising results using AI for RCC classification to distinguish between 2 and 3 subtypes of RCC. However, it is not clear how an AI-based model designed for multiple subtypes of RCCs, and benign mimickers would perform which is a scenario closer to the real practice of pathology. A computational model was created using 252 whole slide images (WSI) (clear cell RCC: 56, papillary RCC: 81, chromophobe RCC: 51, clear cell papillary RCC: 39, and, metanephric adenoma: 6). 298,071 patches were used to develop the AI-based image classifier. 298,071 patches (350 × 350-pixel) were used to develop the AI-based image classifier. The model was applied to a secondary dataset and demonstrated that 47/55 (85%) WSIs were correctly classified. This computational model showed excellent results except to distinguish clear cell RCC from clear cell papillary RCC. Further validation using multi-institutional large datasets and prospective studies are needed to determine the potential to translation to clinical practice.

Download
Share

Mixed epithelial and stromal tumours of the kidney with malignant transformation: a clinicopathological study of four cases

June 2022

·

23 Reads

·

2 Citations

Pathology

Mixed epithelial and stromal tumour of the kidney is a complex benign neoplasm in which malignancy rarely arises. In this study, we report four mixed epithelial and stromal tumours in which sarcoma or carcinoma developed. In the first, a multifocal adenocarcinoma arose and areas of transition from benign to malignant epithelium were observed. Oestrogen and progesterone receptors were diffusely present in the nuclei of the spindle cell stroma of the benign component. The second was a sarcoma in which benign epithelial elements were intermixed. Outside the renal parenchyma, clusters of small benign glands surrounded by oestrogen receptor-positive benign stroma were present, supporting the diagnosis of mixed epithelial and stromal tumour. Fluorescence in situ hybridisation for SYT-SSX translocation and immunohistochemical results, specifically TLE1 -ativity, argued against primary renal synovial sarcoma. The patient died 24 months after surgery. The third tumour consisted of small blue round cells, positive for epithelial membrane antigen, BCL2, CD99, and FLI1. Throughout the tumour, the presence of benign appearing branching tubules in fibromuscular stroma, reactive for smooth muscle actin, desmin and progesterone receptor, supported the diagnosis of mixed epithelial and stromal tumour in which a small round blue cell sarcoma with EWSR1 rearrangement arose. In the fourth tumour, adenocarcinoma with papillary architecture arose in a typical mixed epithelial and stromal tumour. In summary, we present four cases of mixed epithelial and stromal tumour with malignant transformation, two showing carcinomatous and the other two with sarcomatous transformation. Identification of typical benign looking elements and the absence of SYT-SSX translocation are helpful in recognition of this entity.


Recurrent KRAS mutations are early events in the development of papillary renal neoplasm with reverse polarity

February 2022

·

64 Reads

·

17 Citations

Modern Pathology

We evaluated the clinicopathologic and molecular characteristics of mostly incidentally detected, small, papillary renal neoplasms with reverse polarity (PRNRP). The cohort comprised 50 PRNRP from 46 patients, divided into 2 groups. The clinically undetected (<5 mm) neoplasms (n = 34; 68%) had a median size of 1.1 mm (range 0.2–4.3 mm; mean 1.4 mm), and the clinically detected (≥5 mm) neoplasms (n = 16; 32%) which had a median size of 13 mm (range 9–30 mm; mean 16 mm). Neoplasms were positive for GATA3 (n = 47; 100%) and L1CAM (n = 34/38; 89%) and were negative for vimentin (n = 0/44; 0%) and, to a lesser extent, AMACR [(n = 12/46; 26%; weak = 9, weak/moderate = 3)]. KRAS mutations were found in 44% (n = 15/34) of the clinically undetected PRNRP and 88% of the clinically detected PRNRP (n = 14/16). The two clinically detected PRNRP with wild-type KRAS gene were markedly cystic and contained microscopic intracystic tumors. In the clinically undetected PRNRP, the detected KRAS mutations rate was higher in those measuring ≥1 mm vs <1 mm [n = 14/19 (74%) vs n = 1/15 (7%)]. Overall, the KRAS mutations were present in exon 2—codon 12: c.35 G > T (n = 21), c.34 G > T (n = 3), c.35 G > A (n = 2), c.34 G > C (n = 2) resulting in p.Gly12Val, p. Gly12Asp, p.Gly12Cys and p.Gly12Arg, respectively. One PRNRP had a G12A/V/D complex mutation. Twenty-six PRNRP were concurrently present with other tumors of different histologic subtypes in the ipsilateral kidney; molecular testing of 8 of the latter showed wild-type KRAS gene despite the presence of KRAS mutations in 5 concurrent PRNRP. On follow up, no adverse pathologic events were seen (range 1–160 months; mean 44 months). In conclusion, the presence of KRAS mutations in small, clinically undetected PRNRP provides a unique finding to this entity and supports its being an early event in the development of these neoplasms.




EWSR1-PATZ1 fusion renal cell carcinoma: a recurrent gene fusion characterizing thyroid-like follicular renal cell carcinoma

June 2021

·

73 Reads

·

33 Citations

Modern Pathology

Thyroid-like follicular renal cell carcinoma is an uncommon kidney tumor with no distinct molecular alteration described to date. This cohort of eight women with mean and median ages of 45 and 46 years, respectively (range 19–65 years), had unencapsulated, well-circumscribed tumors composed of tightly packed anastomosing follicle-like cysts filled with eosinophilic colloid-like material and lined by cuboidal cells with high nuclear to cytoplasmic ratios, oval to elongated nuclei with perpendicular arrangement toward the lumens, and prominent nuclear overlapping. The stroma between these was minimal with the exception of two tumors. Calcifications and necrosis were absent. Immunohistochemically, the tumors were positive for KRT19 (7/7), PAX8 (5/5), cyclin D1 (6/6), KRT7 (5/7), and AMACR (1/5; focal, weak), and were negative for WT1, TTF1 (transcription termination factor-1), and thyroglobulin. In three of three tumors tested molecularly, EWSR1-PATZ1 fusion was identified by RNA sequencing and confirmed by RT-PCR and Sanger sequencing. Over a follow-up period of 1–7 years, no evidence of recurrence or metastasis has been detected. The EWSR1-PATZ1 fusion has been recognized as a recurrent alteration in a subset of round to spindle cell sarcomas with EWSR1–non-ETS fusions (EWSR1-PATZ1 sarcoma) and in several central nervous system tumors. The finding of an EWSR1-PATZ1 fusion in all three of the thyroid-like follicular renal cell carcinomas for which sufficient tissue was available for genomic profiling provides the first distinct molecular abnormality in thyroid-like follicular renal cell carcinomas, supporting its designation as a distinct diagnostic entity.


Contributions of genetics to the evolution of the diagnostic classification of renal cell neoplasia: a personal perspective

November 2020

·

14 Reads

·

3 Citations

Pathology

The classification system for neoplasms of the cells lining the renal tubules (renal cell neoplasms) has expanded greatly over the last five decades. The criteria for recognising an entity and including it in the classification have changed from being purely morphological and clinical to include genetics; presently, some are defined purely on genetics. Expansion of the number of entities included in the classification has many of the newly included entities and those under consideration for inclusion being very rare. The clinical utility of including entities which are extremely rare, based mainly upon genetic information, is unclear.



Staging of renal cell carcinoma: current progress and potential advances

October 2020

·

35 Reads

·

25 Citations

Pathology

Formal staging classifications for renal cell carcinoma (RCC) were first proposed in 1978 and were incorporated into the Tumour, Nodes, Metastases (TNM) system initially published by the Union Internationale Contre le Cancer (UICC) in 1978. There has been a gradual evolution of grading criteria through six separate editions of the UICC TNM Classification, with the latest edition being published in 2016. Somewhat surprisingly there were no changes to the T category criteria from the 2009 to the 2016 editions of the classification, although an erratum has subsequently been published that incorporated the minor changes included in the eighth edition of the TNM Classification published by the American Joint Committee on Cancer. Localised tumours are staged according to the size of the primary tumour, with the TNM classification recognising that these tumours may exceed 10 cm in diameter. This is unfortunate as there is good evidence to demonstrate that, for clear cell RCC, virtually all tumours >7 cm in diameter and a substantial proportion of tumours <7 cm in diameter, show extra-renal spread. Infiltration of tumour beyond the renal capsule into the peri-renal fat is also categorised as T3a, however the clinical importance of this remains unclear. The classification of microvascular invasion within the renal sinus requires clarification, as does the prognostic significance of tumour in small vessels within the kidney.


Morphologic and Immunohistochemical Characteristics of Fluorescent In Situ Hybridization Confirmed TFE3-Gene Fusion Associated Renal Cell Carcinoma: A Single Institutional Cohort

July 2020

·

34 Reads

·

15 Citations

The American Journal of Surgical Pathology

TFE3-fusion associated renal cell carcinoma (TFE3-RCC) accounts for up to 5% adults and 40% of childhood RCC. Their comprehensive immunohistochemical (IHC) profile in correlation to fluorescence in situ hybridization (FISH) testing and their role in the diagnostic approach are not well documented because of lacking published data. FISH confirmed TFE3-RCC between years 2010 and 2020 were identified from institutional electronic database and retrospectively reviewed. Eighty-five TFE3-RCC were identified. Seventy-six of 85 (89.4%) TFE3-RCC cases had positive TFE3 expression, with diffuse and strong/moderate TFE3 expression in 45 (54.2%). Three (3.5%) TFE3-RCC had negative TFE3 expression whereas 6 (7%) cases had equivocal TFE3 expression. On the other hand, positive TFE3-IHC expression was observed in 17/29 (58.6%) TFE3-FISH negative RCC cases, although only 8 (27.5%) had diffuse and moderate/strong TFE3 expression. Diffuse and strong TFE3-IHC expression was statistically significant in predicting TFE3-FISH positivity (P<0.0001) regardless of morphologic features. After univariate and multivariate analyses, TFE3-IHC was the only parameter with significant predictive value for detecting positive TFE3-FISH (P<0.0001). On univariate analysis, sex, classic morphology, age, negative AE1/AE3 or cytokeratin 7 were not predictive of TFE3-FISH positivity. Diffuse and strong nuclear TFE3-IHC expression is significantly associated with TFE3-FISH positivity and can be used as a surrogate marker to confirm translocation associated cases. TFE3-rearranged RCCs show variable histomorphologic features and TFE3-FISH should be performed in cases presenting at a younger age or, regardless of the age, tumors with unusual morphology. Despite previous reports, negative pancytokeratin and positive cathepsin K expression may not be reliable markers for TFE3-RCC.


Citations (87)


... The final version of the tumor classifier correctly identified 47/55 (85%) cases (ccRCC 11/13, pRCC 14/15, chRCC 10/11, ccpRCC 2/4, oncocytoma 8/9 and metanephric adenoma 2/3). All tumors with a ratio greater than 0.77 were correctly classified [35]. In another publication, the authors created a framework consisting of three convolutional neural networks. ...

Reference:

Empowering Renal Cancer Management with AI and Digital Pathology: Pathology, Diagnostics and Prognosis
Artificial intelligence-based multi-class histopathologic classification of kidney neoplasms

Journal of Pathology Informatics

... In conclusion, most cases of MEST are benign and complete surgical resection is often curative. However, rare cases of malignant transformations have been reported, highlighting the importance of close follow-up in patients diagnosed with MEST, particularly those with described transformations, due to the aggressive progression and worse prognosis (18). Finally, considering that, to the best of our knowledge, myopericytoma/myofibroma as a stromal differentiation component in MEST was described for the first time in the present case study, a close follow-up is warranted, since the biological behavior is not well established. ...

Mixed epithelial and stromal tumours of the kidney with malignant transformation: a clinicopathological study of four cases
  • Citing Article
  • June 2022

Pathology

... Papillary renal neoplasm with reverse polarity (PRNRP) is a renal tumor that was first described by Al-Obaidy et al. in 2019 [1,2]. Since then, other groups including our own have successively reported on the clinicopathological features and genetic background of PRNRP [3][4][5][6][7][8][9][10][11][12][13][14]. Collectively, more than 210 cases of PRNRP have been found to exhibit the following common features: characteristic papillary architecture with nuclear reverse polarity different from papillary renal cell carcinoma (PRCC), diffuse immunohistochemical expression of GATA3 (a marker of renal distal tubules) [4], frequent KRAS exon 2 missense mutations, and extremely indolent clinical behavior. ...

Recurrent KRAS mutations are early events in the development of papillary renal neoplasm with reverse polarity
  • Citing Article
  • February 2022

Modern Pathology

... In the WHO 2022 classification of papillary RCC, new morphological variations are included, such as papillary renal cell tumour with reverse polarity [13], Warthin-like RCC [14], biphasic hyalinizing [15], biphasic squamoid or alveolar [16], thyroid-like follicular carcinoma [17], and biphasic hyalinizing renal cell tumour [13]. Specific genetic mutations have been found in a small number of these cancers, namely GATA binding protein 3 (GATA3) and Kirsten rat sarcoma (KRAS) virus mutations are seen in papillary renal cell cancers with reverse polarity [13], neurofibromatosis type 2 (NF2) mutation is seen in biphasic hyalinizing psammomatous renal cell tumours [18], and EWSR1-PATZ1 fusion is seen in thyroid-like follicular (TLF)-RCC [19]. ...

EWSR1-PATZ1 fusion renal cell carcinoma: a recurrent gene fusion characterizing thyroid-like follicular renal cell carcinoma
  • Citing Article
  • June 2021

Modern Pathology

... The initial stages (T1-T2) of RCCs are characterized by the size of the lesions. Advanced stages (T3-T4) involve a tumor that invades segmental branches of the renal vein, perirenal fat, renal sinus fat, vena cava below or above the diaphragm, beyond Gerota's fascia or the ipsilateral adrenal gland [74]. These elements have major implications, this fact being supported by the present study. ...

Staging of renal cell carcinoma: current progress and potential advances
  • Citing Article
  • October 2020

Pathology

... Strong nuclear labelling withTFE3 is an important surrogate marker. 7,8 This is particularly helpful in developing countries like Pakistan, where molecular diagnostic services are not widely available. This study is designed to evaluate the morphological characteristics of renal cell carcinoma with the likely diagnosis of translocation-associated renal cell carcinoma based on morphology and nuclear immunoreactivity of tumour cells forTFE3. ...

Morphologic and Immunohistochemical Characteristics of Fluorescent In Situ Hybridization Confirmed TFE3-Gene Fusion Associated Renal Cell Carcinoma: A Single Institutional Cohort
  • Citing Article
  • July 2020

The American Journal of Surgical Pathology

... In the WHO 2022 classification of papillary RCC, new morphological variations are included, such as papillary renal cell tumour with reverse polarity [13], Warthin-like RCC [14], biphasic hyalinizing [15], biphasic squamoid or alveolar [16], thyroid-like follicular carcinoma [17], and biphasic hyalinizing renal cell tumour [13]. Specific genetic mutations have been found in a small number of these cancers, namely GATA binding protein 3 (GATA3) and Kirsten rat sarcoma (KRAS) virus mutations are seen in papillary renal cell cancers with reverse polarity [13], neurofibromatosis type 2 (NF2) mutation is seen in biphasic hyalinizing psammomatous renal cell tumours [18], and EWSR1-PATZ1 fusion is seen in thyroid-like follicular (TLF)-RCC [19]. ...

Biphasic Hyalinizing Psammomatous Renal Cell Carcinoma (BHP RCC): A Distinctive Neoplasm Associated with Somatic NF2 Mutations
  • Citing Article
  • March 2020

The American Journal of Surgical Pathology

... Yang et al. reported as many as 61% (34/56) and 39% (22/56) of MPCs meeting the criteria for the Lum and P53-like subtypes, respectively, the latter defined by the presence of P21 expression; the two groups failed to yield significant differences in terms of survival on a median follow-up of 15.2 months (range, 0.57-107.3) [104]. In keeping with that, a recent study by Ravanini et al. reported on the expression of luminal IHC-based markers (CK20, GATA3) in all 39 MP-BCs examined [32]. ...

Micropapillary urothelial carcinoma of urinary bladder displays immunophenotypic features of luminal and p53-like subtypes and is not a variant of adenocarcinoma
  • Citing Article
  • November 2019

Urologic Oncology Seminars and Original Investigations

... Papillary renal neoplasm with reverse polarity (PRNRP) is a renal tumor that was first described by Al-Obaidy et al. in 2019 [1,2]. Since then, other groups including our own have successively reported on the clinicopathological features and genetic background of PRNRP [3][4][5][6][7][8][9][10][11][12][13][14]. ...

Recurrent KRAS mutations in papillary renal neoplasm with reverse polarity

Modern Pathology

... Like other basaloid neoplasms, a peripheral palisading of cells at the stromal interface may be apparent. These tumors were recently re-renamed in the 5th Edition WHO classification as adenoid cystic carcinoma, reflecting MYB::NFIB fusions identified among a significant subset (especially those with cribriform morphology), as seen in adenoid cystic carcinomas of the salivary glands and other anatomic sites [65,94] (Figure 5). Fortunately, in the differential diagnosis with intraductal carcinoma of the prostate, these tumors express basal cell markers (e.g., p63, HMWCK, p40, especially diffusely at the periphery of the nests, and are negative for luminal cell and neoplastic luminal cell markers such as AMACR and PSA. ...

MYB-NFIB gene fusion in prostatic basal cell carcinoma: clinicopathologic correlates and comparison with basal cell adenoma and florid basal cell hyperplasia
  • Citing Article
  • June 2019

Modern Pathology