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1.
Transplant Direct ; 10(6): e1629, 2024 Jun.
Article En | MEDLINE | ID: mdl-38757046

Background: Modern organ allocation systems are tasked with equitably maximizing the utility of transplanted organs. Increasing the use of deceased donor organs at risk of discard may be a cost-effective strategy to improve overall transplant benefit. We determined the survival implications and cost utility of increasing the use of marginal kidneys in an older adult Canadian population of patients with end-stage kidney disease. Methods: We constructed a cost-utility model with microsimulation from the perspective of the Canadian single-payer health system for incident transplant waitlisted patients aged 60 y and older. A kidney donor profile index score of ≥86 was considered a marginal kidney. Donor- and recipient-level characteristics encompassed in the kidney donor profile index and estimated posttransplant survival scores were used to derive survival posttransplant. Patients were followed up for 10 y from the date of waitlist initiation. Our analysis compared the routine use of marginal kidneys (marginal kidney scenario) with the current practice of limited use (status quo scenario). Results: The 10-y mean cost and quality-adjusted life-years per patient in the marginal kidney scenario were estimated at $379 485.33 (SD: $156 872.49) and 4.77 (SD: 1.87). In the status quo scenario, the mean cost and quality-adjusted life-years per patient were $402 937.68 (SD: $168 508.85) and 4.37 (SD: 1.87); thus, the intervention was considered dominant. At 10 y, 62.8% and 57.0% of the respective cohorts in the marginal kidney and status quo scenarios remained alive. Conclusions: Increasing the use of marginal kidneys in patients with end-stage kidney disease aged 60 y and older may offer cost savings, improved quality of life, and greater patient survival in comparison with usual care.

2.
Clin Transplant ; 38(5): e15329, 2024 May.
Article En | MEDLINE | ID: mdl-38722085

BACKGROUND: Immunosuppression reduction for BK polyoma virus (BKV) must be balanced against risk of adverse alloimmune outcomes. We sought to characterize risk of alloimmune events after BKV within context of HLA-DR/DQ molecular mismatch (mMM) risk score. METHODS: This single-center study evaluated 460 kidney transplant patients on tacrolimus-mycophenolate-prednisone from 2010-2021. BKV status was classified at 6-months post-transplant as "BKV" or "no BKV" in landmark analysis. Primary outcome was T-cell mediated rejection (TCMR). Secondary outcomes included all-cause graft failure (ACGF), death-censored graft failure (DCGF), de novo donor specific antibody (dnDSA), and antibody-mediated rejection (ABMR). Predictors of outcomes were assessed in Cox proportional hazards models including BKV status and alloimmune risk defined by recipient age and molecular mismatch (RAMM) groups. RESULTS: At 6-months post-transplant, 72 patients had BKV and 388 had no BKV. TCMR occurred in 86 recipients, including 27.8% with BKV and 17% with no BKV (p = .05). TCMR risk was increased in recipients with BKV (HR 1.90, (95% CI 1.14, 3.17); p = .01) and high vs. low-risk RAMM group risk (HR 2.26 (95% CI 1.02, 4.98); p = .02) in multivariable analyses; but not HLA serological MM in sensitivity analysis. Recipients with BKV experienced increased dnDSA in univariable analysis, and there was no association with ABMR, DCGF, or ACGF. CONCLUSIONS: Recipients with BKV had increased risk of TCMR independent of induction immunosuppression and conventional alloimmune risk measures. Recipients with high-risk RAMM experienced increased TCMR risk. Future studies on optimizing immunosuppression for BKV should explore nuanced risk stratification and may consider novel measures of alloimmune risk.


BK Virus , Graft Rejection , Graft Survival , Kidney Function Tests , Kidney Transplantation , Polyomavirus Infections , Tumor Virus Infections , Viremia , Humans , Kidney Transplantation/adverse effects , BK Virus/immunology , BK Virus/isolation & purification , Female , Male , Polyomavirus Infections/immunology , Polyomavirus Infections/virology , Polyomavirus Infections/complications , Middle Aged , Graft Rejection/etiology , Graft Rejection/immunology , Follow-Up Studies , Tumor Virus Infections/immunology , Tumor Virus Infections/virology , Viremia/immunology , Viremia/virology , Prognosis , Risk Factors , Glomerular Filtration Rate , Adult , Postoperative Complications , Immunosuppressive Agents/therapeutic use , Immunosuppressive Agents/adverse effects , Retrospective Studies , Kidney Failure, Chronic/surgery , Kidney Failure, Chronic/immunology , Kidney Diseases/virology , Kidney Diseases/immunology , Kidney Diseases/surgery , Transplant Recipients
3.
Clin Transplant ; 38(4): e15292, 2024 04.
Article En | MEDLINE | ID: mdl-38545888

BACKGROUND: There is variability in recommended viral monitoring protocols after kidney transplant. In response to increased demand for laboratory testing during the COVID-19 pandemic, the Transplant Manitoba Adult Kidney Program updated its monitoring protocols for cytomegalovirus (CMV), Epstein-Barr virus (EBV), and BK polyomavirus (BKV) to a reduced frequency. METHODS: This single-center nested case-control study evaluated 252 adult kidney transplant recipients transplanted from 2015 to 2021, with the updated protocols effective on March 19th 2020. Cases included recipients transplanted after the protocol update who developed CMV, EBV, and BKV DNAemia and were matched to controls with DNAemia transplanted prior to the protocol update. The primary outcome was the difference in maximum DNA load titers between cases and matched controls. Secondary outcomes included time to initial DNAemia detection and DNAemia clearance. Safety outcomes of tissue-invasive viral disease were described. RESULTS: There were 216 recipients transplanted preupdate and 36 recipients postupdate. There was no difference between cases and controls in maximum or first DNA load titers for EBV, CMV, or BKV. Cases experienced earlier EBV DNAemia detection (26 (IQR 8, 32) vs. 434 (IQR 96, 1184) days, p = .005). Median follow-up was significantly longer for recipients transplanted preupdate (4.3 vs. 1.3 years, p < .0001). After adjusting for follow-up time, there was no difference in DNAemia clearance or tissue-invasive viral disease. CONCLUSION: Our findings suggest that reduced frequency viral monitoring protocols may be safe and cost-effective. This quality assurance initiative should be extended to detect longer-term and tissue-invasive disease outcomes.


BK Virus , Cytomegalovirus Infections , Epstein-Barr Virus Infections , Kidney Transplantation , Adult , Humans , Herpesvirus 4, Human/genetics , Cytomegalovirus/genetics , Kidney Transplantation/adverse effects , Epstein-Barr Virus Infections/diagnosis , Epstein-Barr Virus Infections/etiology , BK Virus/genetics , Case-Control Studies , Pandemics , Cytomegalovirus Infections/diagnosis , DNA , DNA, Viral/genetics , Transplant Recipients
4.
Am J Transplant ; 24(1): 11-19, 2024 Jan.
Article En | MEDLINE | ID: mdl-37659606

Current policies in organ and tissue donation and transplantation (OTDT) systems in Canada and the United States unnecessarily restrict access to donation for sexual and gender minorities (SGMs) and pose safety risks to transplant recipients. We compare SGM-relevant policies between the Canadian and United States systems. Policy domains include the risk assessment of living and deceased organ and tissue donors, physical examination considerations, viral testing recommendations, and informed consent and communication. Identified gaps between current evidence and existing OTDT policies along with differences in SGM-relevant policies between systems, represent an opportunity for improvement. Specific recommendations for OTDT system policy revisions to achieve these goals include the development of behavior-based, gender-neutral risk assessment criteria, a reduction in current SGM no-sexual contact period requirements pending development of inclusive criteria, and destigmatization of sexual contact with people living with human immunodeficiency virus. OTDT systems should avoid rectal examinations to screen for evidence of receptive anal sex without consent and mandate routine nucleic acid amplification test screening for all donors. Transplant recipients must receive enhanced risk-to-benefit discussions regarding decisions to accept or decline an offer of an organ classified as increased risk. These recommendations will expand the donor pool, enhance equity for SGM people, and improve safety and outcomes for transplant recipients.


Sexual and Gender Minorities , Tissue and Organ Procurement , Humans , United States , Canada , Sexual Behavior , Policy
5.
Am J Transplant ; 23(12): 1882-1892, 2023 Dec.
Article En | MEDLINE | ID: mdl-37543094

De novo donor-specific antibody (dnDSA) after renal transplantation has been shown to correlate with antibody-mediated rejection and allograft loss. However, the lack of proven interventions and the time and cost associated with annual screening for dnDSA are difficult to justify for all recipients. We studied a well-characterized consecutive cohort (n = 949) with over 15 years of prospective dnDSA surveillance to identify risk factors that would help institute a resource-responsible surveillance strategy. Younger recipient age and HLA-DR/DQ molecular mismatch were independent predictors of dnDSA development. Combining both risk factors into recipient age molecular mismatch categories, we found that 52% of recipients could be categorized as low-risk for dnDSA development (median subclinical dnDSA-free survival at 5 and 10 years, 98% and 97%, respectively). After adjustment, multivariate correlates of dnDSA development included tacrolimus versus cyclosporin maintenance immunosuppression (hazard ratio [HR], 0.37; 95% CI, 0.2-0.6; P < .0001) and recipient age molecular mismatch category: intermediate versus low (HR, 2.48; 95% CI, 1.5-4.2; P = .0007), high versus intermediate (HR, 2.56; 95% CI, 1.6-4.2; P = .0002), and high versus low (HR, 6.36; 95% CI, 3.7-10.8; P < .00001). When combined, recipient age and HLA-DR/DQ molecular mismatch provide a novel data-driven approach to reduce testing by >50% while selecting those most likely to benefit from dnDSA surveillance.


Graft Rejection , Tacrolimus , Humans , Child, Preschool , Child , Tacrolimus/therapeutic use , Cost-Benefit Analysis , Prospective Studies , Antibodies , HLA Antigens , Immunosuppression Therapy , Risk Factors , HLA-DR Antigens , Isoantibodies/adverse effects , Graft Survival , Retrospective Studies
6.
Transplant Direct ; 9(7): e1494, 2023 Jul.
Article En | MEDLINE | ID: mdl-37305650

Health systems must collect equity-relevant sociodemographic variables to measure and mitigate health inequities. The specific variables collected by organ donation organizations (ODOs) across Canada, variable definitions, and processes of the collection are not defined. We undertook a national health information survey of all ODOs in Canada. These results will inform the development of a standard national dataset of equity-relevant sociodemographic variables. Methods: We conducted an electronic, self-administered cross-sectional survey of all ODOs in Canada from November 2021 to January 2022. We targeted key knowledge holders familiar with the data collection processes within each Canadian ODO known to Canadian Blood Services. Categorical item responses are presented as numbers and proportions. Results: We achieved a 100% response rate from 10 Canadian ODOs. Most data were collected by organ donation coordinators. Only 2 of 10 ODOs reported using scripts explaining why sociodemographic data are being collected or incorporated training in cultural sensitivity for any given variable. A lack of cultural sensitivity training was endorsed by 50% of respondents as a barrier to the collection of sociodemographic variables by ODOs, whereas 40% of respondents identified a lack of training in sociodemographic variable collection as a significant barrier. Conclusions: Few programs routinely collect sufficient data to examine health inequities with an intersectional lens. Most data collection occurs midway through the ODO interaction, creating a missed opportunity to better understand differences in social identities of patients who register their intention to donate in advance or who decline the donation. National standardization of equity-relevant data collection definitions and processes of the collection is needed.

7.
Am J Transplant ; 23(6): 707-726, 2023 06.
Article En | MEDLINE | ID: mdl-36997028

Sexual orientation and gender identity (SOGI)-diverse populations experience discrimination in organ and tissue donation and transplantation (OTDT) systems globally. We assembled a multidisciplinary group of clinical experts as well as SOGI-diverse patient and public partners and conducted a scoping review including citations on the experiences of SOGI-diverse persons in OTDT systems globally to identify and explore the inequities that exist with regards to living and deceased OTDT. Using scoping review methods, we conducted a systematic literature search of relevant electronic databases from 1970 to 2021 including a grey literature search. We identified and screened 2402 references and included 87 unique publications. Two researchers independently coded data in included publications in duplicate. We conducted a best-fit framework synthesis paired with an inductive thematic analysis to identify synthesized benefits, harms, inequities, justification of inequities, recommendations to mitigate inequities, laws and regulations, as well as knowledge and implementation gaps regarding SOGI-diverse identities in OTDT systems. We identified numerous harms and inequities for SOGI-diverse populations in OTDT systems. There were no published benefits of SOGI-diverse identities in OTDT systems. We summarized recommendations for the promotion of equity for SOGI-diverse populations and identified gaps that can serve as targets for action moving forward.


Gender Identity , Sexual Behavior , Female , Humans , Male
8.
Transplantation ; 107(7): 1630-1641, 2023 07 01.
Article En | MEDLINE | ID: mdl-36949034

BACKGROUND: Urine CXCL10 (C-X-C motif chemokine ligand 10, interferon gamma-induced protein 10 [IP10]) outperforms standard-of-care monitoring for detecting subclinical and early clinical T-cell-mediated rejection (TCMR) and may advance TCMR therapy development through biomarker-enriched trials. The goal was to perform an international multicenter validation of a CXCL10 bead-based immunoassay (Luminex) for transplant surveillance and compare with an electrochemiluminescence-based (Meso Scale Discovery [MSD]) assay used in transplant trials. METHODS: Four laboratories participated in the Luminex assay development and evaluation. Urine CXCL10 was measured by Luminex and MSD in 2 independent adult kidney transplant trial cohorts (Basel and TMCT04). In an independent test and validation set, a linear mixed-effects model to predict (log 10 -transformed) MSD CXCL10 from Luminex CXCL10 was developed to determine the conversion between assays. Net reclassification was determined after mathematical conversion. RESULTS: The Luminex assay was precise, with an intra- and interassay coefficient of variation 8.1% and 9.3%; showed modest agreement between 4 laboratories (R 0.96 to 0.99, P < 0.001); and correlated with known CXCL10 in a single- (n = 100 urines, R 0.94 to 0.98, P < 0.001) and multicenter cohort (n = 468 urines, R 0.92, P < 0.001) but the 2 assays were not equivalent by Passing-Bablok regression. Linear mixed-effects modeling demonstrated an intercept of -0.490 and coefficient of 1.028, showing Luminex CXCL10 are slightly higher than MSD CXCL10, but the agreement is close to 1.0. After conversion of the biopsy thresholds, the decision to biopsy would be changed for only 6% (5/85) patients showing acceptable reclassification. CONCLUSIONS: These data demonstrate this urine CXCL10 Luminex immunoassay is robust, reproducible, and accurate, indicating it can be readily translated into clinical HLA laboratories for serial posttransplant surveillance.


Kidney Transplantation , Adult , Humans , Kidney Transplantation/adverse effects , Chemokine CXCL10 , Biomarkers , Interferon-gamma , Immunoassay , Graft Rejection/diagnosis
9.
Mod Pathol ; 36(6): 100145, 2023 06.
Article En | MEDLINE | ID: mdl-36828360

There is emerging evidence that vulvar squamous cell carcinoma (VSCC) can be prognostically subclassified into 3 groups based on human papillomavirus (HPV) and p53 status: HPV-associated (HPV+), HPV-independent/p53 wild-type (HPV-/p53wt), or HPV-independent/p53 abnormal (HPV-/p53abn). Our goal was to assess the feasibility of separating VSCC and its precursors into these 3 groups using p16 and p53 immunohistochemistry (IHC). A tissue microarray containing 225 VSCC, 43 usual vulvar intraepithelial neoplasia (uVIN/HSIL), 10 verruciform acanthotic vulvar intraepithelial neoplasia (vaVIN), and 34 differentiated VIN (dVIN), was stained for p16 and p53. Noncomplementary p16 and p53 patterns were resolved by repeating p53 IHC and HPV RNA in situ hybridization (ISH) on whole sections, and sequencing for TP53. Of 82 p16-positive VSCC, 73 (89%) had complementary p16 and p53 patterns and were classified into the HPV+ group, 4 (4.9%) had wild-type p53 staining, positive HPV ISH and were classified into the HPV+ group, whereas 5 (6.1%) had p53 abnormal IHC patterns (1 null, 4 overexpression), negativity for HPV ISH, and harbored TP53 mutations (1 splice site, 4 missense); they were classified as HPV-/p53abn. Of 143 p16-negative VSCC, 142 (99.3%) had complementary p53 and p16 patterns: 115 (80.4%) HPV-/p53abn and 27 (18.9%) HPV-/p53wt. One had a basal-sparing p53 pattern, positivity for HPV ISH and was negative for TP53 mutations-HPV+ category. The use of IHC also led to revised diagnoses-HSIL to dVIN (3/43), dVIN to vaVIN (8/34), and dVIN to HSIL (3/34). Overall, 215/225 VSCC (95.6%) could be easily classifiable into 3 groups with p16 and p53 IHC. We identified several caveats, with the major caveat being that "double-positive" p16/p53 should be classified as HPV-/p53abn. We propose an algorithm that will facilitate the application of p16 and p53 IHC to classify VSCC in pathology practice.


Carcinoma in Situ , Carcinoma, Squamous Cell , Papillomavirus Infections , Squamous Intraepithelial Lesions , Vulvar Neoplasms , Female , Humans , Immunohistochemistry , Tumor Suppressor Protein p53 , Vulvar Neoplasms/pathology , Carcinoma in Situ/pathology , Human Papillomavirus Viruses , Papillomaviridae/genetics , Carcinoma, Squamous Cell/pathology , Cyclin-Dependent Kinase Inhibitor p16/metabolism
11.
Can J Kidney Health Dis ; 9: 20543581221100291, 2022.
Article En | MEDLINE | ID: mdl-35615070

Background: A concerning number of kidneys (eg, expanded donor criteria, extended criteria, or marginal kidneys) are discarded yearly while patients experience significant morbidity and mortality on the transplant waitlist. Novel solutions are needed to solve the shortage of kidneys available for transplant. Patient perceptions regarding the use of these less than ideal kidneys remain unexplored. Objective: To explore the perspectives of patients who have previously received a less than ideal kidney in the past and patients awaiting transplant who could potentially benefit from one. Design: Qualitative description study. Setting: 2 provinces in Canada participated (Saskatchewan and Manitoba). Patients: Patients with end-stage kidney disease who were awaiting kidney transplant and were either (a) aged 65 years and older, or (b) 55 years and older with other medical conditions (eg, diabetes). Methods: Criterion sampling was used to identify participants. Semi-structured, one-on-one interviews were conducted virtually, which explored perceived quality of life, perceptions of less than ideal kidneys, risk tolerance for accepting one, and educational needs to make such a choice. The interviews were transcribed verbatim and thematic analysis was used to analyze the data. Results: 15 interviews were conducted with usable data (n = 10 pretransplant; n = 5 posttransplant). Participants were a mean of 65.5 ± 8.8 years old. Four interrelated themes became prominent including (1) patient awareness and understanding of their situation or context, (2) a desire for information, (3) a desire for freedom from dialysis, and (4) trust. Subthemes of transparency, clarity, standardization, and autonomy were deemed important for participant education. The majority of pretransplant participants (n = 8/10) indicated that between 3 and 5 years off of dialysis would make the risk of accepting a less than ideal kidney feel worthwhile. Limitation: The study setting was limited to 2 Canadian provinces, which limits the generalizability. Furthermore, the participants were homogenous in demographics such as ethnicity. Conclusion: These findings indicate that patients are comfortable to accept a less than ideal kidney for transplant in situations where their autonomy is respected, they are provided clear, standardized, and transparent information, and when they trust their physician. These results will be used to inform the development of a new national registry for expanding access to deceased-donor kidney transplant. Trial Registration: Not registered.


Contexte: De nombreux reins sont rejetés chaque année (donneurs à critères élargis, critères étendus ou reins marginaux), alors que les patients qui attendent une greffe présentent une morbidité importante et un taux de mortalité élevé. De nouvelles solutions sont nécessaires pour contrer la pénurie de reins disponibles pour une transplantation. Les perceptions des patients quant à l'utilization de ces reins moins idéaux restent inexplorées. Objectif: Explorer les perceptions des patients ayant reçu un rein moins idéal dans le passé et des patients en attente d'une greffe qui pourraient potentiellement bénéficier d'un tel don. Conception: Étude qualitative et descriptive. Cadre: Deux provinces canadiennes (Saskatchewan et Manitoba). Participants: Des patients atteints d'insuffisance rénale terminale en attente d'une transplantation (a) âgés de 65 ans et plus ou (b) âgés de 55 ans et plus et présentant d'autres problèmes de santé (ex. diabète). Méthodologie: L'échantillonnage avec critères a été utilisé pour identifier les participants. Des entretiens individuels semi-structurés menés virtuellement ont exploré la qualité de vie perçue, la perception quant aux reins moins idéaux, la tolérance à l'égard des risques inhérents à l'acceptation d'un tel rein, et les besoins d'information pour faire ce choix. Les entrevues ont été transcrites intégralement et l'analyze des données a été réalisée par analyze thématique. Résultats: Quinze entrevues avec données utilisables ont été menées (n = 10 avant la greffe; n = 5 après la greffe). Les participants avaient en moyenne 65.5 ± 8.8 ans. Quatre thèmes interreliés ont été dégagés : (1) la sensibilisation et la compréhension des patients quant à leur situation ou au contexte; (2) le besoin d'information; (3) le besoin d'un congé de dialyze; et (4) la confiance envers le médecin. La transparence, la clarté, la normalization et l'autonomie ont été jugées comme des sous-thèmes importants de l'éducation des participants. Pour la majorité des participants en attente d'une greffe (n = 8/10), l'idée d'un congé de 3 à 5 ans de dialyze rendrait acceptables les risques associés à l'acceptation d'un rein moins idéal. Limites: Étude tenue dans deux provinces canadiennes, ce qui limite la généralisabilité des résultats. Homogénéité des participants sur le plan démographique, notamment en ce qui concerne l'origine ethnique. Conclusion: Les résultats indiquent que les patients seraient à l'aise d'accepter un rein moins idéal pour une greffe, pourvu que leur autonomie soit respectée, qu'ils reçoivent des informations claires, standardisées et transparentes, et qu'ils aient confiance en leur médecin. Ces résultats serviront à éclairer l'élaboration d'un nouveau registre national afin d'élargir l'accès à la transplantation de rein provenant de donneurs décédés. Enregistrement de l'essai: Non enregistré.

12.
Am J Transplant ; 22(3): 772-785, 2022 03.
Article En | MEDLINE | ID: mdl-34860468

The effectiveness of T cell-mediated rejection (TCMR) therapy for achieving histological remission remains undefined in patients on modern immunosuppression. We systematically identified, critically appraised, and summarized the incidence and histological outcomes after TCMR treatment in patients on tacrolimus (Tac) and mycophenolic acid (MPA). English-language publications were searched in MEDLINE (Ovid), Embase (Ovid), Cochrane Central (Ovid), CINAHL (EBSCO), and Clinicaltrials.gov (NLM) up to January 2021. Study quality was assessed with the National Institutes of Health Study Quality Tool. We pooled results using an inverse variance, random-effects model and report the binomial proportions with associated 95% confidence intervals (95% CI). Statistical heterogeneity was explored using the I2  statistic. From 2875 screened citations, we included 12 studies (1255 participants). Fifty-eight percent were good/high quality while the rest were moderate quality. Thirty-nine percent of patients (95% CI 0.26-0.53, I2 77%) had persistent ≥Banff Borderline TCMR 2-9 months after anti-rejection therapy. Pulse steroids and augmented maintenance immunosuppression were mainstays of therapy, but considerable practice heterogeneity was present. A high proportion of biopsy-proven rejection exists after treatment emphasizing the importance of histology to characterize remission. Anti-rejection therapy is foundational to transplant management but well-designed clinical trials in patients on Tac/MPA immunosuppression are lacking to define the optimal therapeutic approach.


Graft Rejection , Kidney Transplantation , Graft Rejection/drug therapy , Graft Rejection/etiology , Humans , Immunosuppressive Agents/therapeutic use , Kidney Transplantation/methods , Mycophenolic Acid/therapeutic use , T-Lymphocytes , Tacrolimus/therapeutic use
13.
Am J Transplant ; 22(3): 761-771, 2022 03.
Article En | MEDLINE | ID: mdl-34717048

The prevalence and long-term impact of T cell-mediated rejection (TCMR) is poorly defined in the modern era of tacrolimus/mycophenolate-based maintenance therapy. This observational study evaluated 775 kidney transplant recipients with serial histology and correlated TCMR events with the risk of graft loss. After a ~30% incidence of a first Banff Borderline or greater TCMR detected on for-cause (17%) or surveillance (13%) biopsies, persistent (37.4%) or subsequent (26.3%) TCMR occurred in 64% of recipients on follow-up biopsies. Alloimmune risk categories based on the HLA-DR/DQ single molecule eplet molecular mismatch correlated with the number of TCMR events (p = .002) and Banff TCMR grade (p = .007). Both a first and second TCMR event correlated with death-censored and all-cause graft loss when adjusted for baseline covariates and other significant time-dependent covariates such as DGF and ABMR. Therefore, a substantial portion of kidney transplant recipients, especially those with intermediate and high HLA-DR/DQ molecular mismatch scores, remain under-immunosuppressed, which in turn identifies the need for novel agents that can more effectively prevent or treat TCMR.


Kidney Transplantation , Allografts , Graft Rejection , Graft Survival , HLA Antigens , HLA-DR Antigens , Kidney Transplantation/adverse effects , T-Lymphocytes
14.
Int J Gynecol Pathol ; 40(6): 533-540, 2021 Nov 01.
Article En | MEDLINE | ID: mdl-34612210

Recently, the International Endocervical Adenocarcinoma Criteria and Classification (IECC) has reorganized the classification of endocervical adenocarcinomas (ECAs), separating them into human papilloma virus (HPV)-associated (HPVA) and HPVA independent (HPVI) categories. In this study, we sought to revalidate the IECC clinical findings in an independent cohort and assess the mutational differences between HPVA and HPVI ECAs using next generation sequencing. Consecutive cases of ECAs were reclassified under the IECC. Clinicopathologic information was collected and tissue was sent for targeted next-generation sequencing in 33 genes. Associations between HPV status, clinicopathologic parameters and mutation status, with survival were evaluated. The series comprised of 85/100 HPVA (63 HPVA-usual type, 4 villoglandular, 3 mucinous intestinal, 15 mucinous not otherwise specified) and 15/100 HPVI (9 gastric, 4 mesonephric, 1 clear cell, 1 not otherwise specified). HPVA ECAs presented at a lower age (P=0.001), smaller tumor sizes (P=0.011), less margin positivity (P=0.027), less Silva pattern C (P=0.002), and lower FIGO stages (P=0.020). HPVA had superior survival compared with HPVI ECA [overall survival (P=0.0026), disease-specific survival (P=0.0092), and progression-free survival (P=0.0041)]. Factors that correlated with worse prognosis irrespective of HPV status were FIGO stage, positive margins and lymphovascular invasion (P<0.05). TP53 mutations were detected in a significantly higher proportion of HPVIs than HPVAs (P<<0.001). The study revalidates the IECC system by reaffirming the clinical and prognostic differences between HPVA and HPVI ECAs in an independent dataset.


Adenocarcinoma , Carcinoma , Papillomavirus Infections , Uterine Cervical Neoplasms , Adenocarcinoma/diagnosis , Adenocarcinoma/genetics , Female , Humans , Papillomaviridae/genetics , Papillomavirus Infections/diagnosis , Uterine Cervical Neoplasms/diagnosis
15.
Can J Kidney Health Dis ; 8: 20543581211033405, 2021.
Article En | MEDLINE | ID: mdl-34497716

BACKGROUND: Women scientists are less likely to obtain Assistant Professorship and achieve promotion, and obtain less grant funding than men. Scientist/clinician-scientist training programs which provide salary awards as well as training and mentorship are a potential intervention to improve outcomes among women scientists. We hypothesized whether a programmatic approach to scientist/clinician-scientist training is associated with improved outcomes for women scientists in Canada when compared with salary awards alone. Trainees within the Kidney Research Scientist Core Education and National Training Program (KRESCENT), Canadian Child Health Clinician Scientist Program (CCHCSP), and the Canadian Institutes of Health Research (CIHR) salary award programs were evaluated. OBJECTIVE: To examine whether the structured KRESCENT training program with salary support improves academic success for women scientists relative to salary awards alone. DESIGN: Retrospective cohort study. SETTING: Canadian national research scientist and clinician-scientist training programs and salary awards. PARTICIPANTS: KRESCENT cohort (n = 59, 2005-2017), CCHCSP cohort (n = 58, 2002-2015), and CIHR (n = 571, 2005-2015) Salary Awardees for postdoctoral fellows (PDF) and new investigators (NI). MEASUREMENTS: National operating grant funding success, achieving an academic position as an Assistant Professor for PDF, or achieving promotion to Associate Professor for NI. METHODS: The gender distribution of each cohort was determined using first name and NamepediA and was examined for PDF and NI, followed by a description of trainee outcomes by gender and training level. RESULTS: KRESCENT and CIHR PDF were balanced (12/27, 44% men and 55/116, 47% women) while CCHCSP had a higher proportion of women (13/20, 65%). KRESCENT and CCHCSP NI retained women scientists (19/32, 59% and 22/38, 58% women), whereas CIHR NI had fewer women (165/455, 36% women vs 290/455, 64% men, P = 0.01). There was a high rate of NI operating grant success (91%-95%) with no gender differences in each cohort. There was a high proportion of CCHCSP PDF who achieved an Assistant Professorship (18/20, 90%) that may be due in part to a longer follow-up period (9.3 ± 3 years) compared with KRESCENT PDF (7/27, 26%, 0.88 ± 4.5 years), and these data were not available for CIHR PDF. Women KRESCENT NI showed increased promotion to Associate Professor (P = 0.02, 0.25 ± 3.2 years follow-up) and CCHCSP NI had high promotion rates (37/38, 97%, 6.9 ± 3.6 years follow-up) irrespective of gender. There was an overall trend toward more men pursuing biomedical research. LIMITATIONS: KRESCENT and CCHCSP training program cohort size and heterogeneity; assigning gender by first name may result in misclassification; lack of data on the respective applicant pools; and inability to examine intersectionality with gender, ethnicity, and sexual orientation. CONCLUSION: Overall trainee performance across programs is remarkable by community standards regardless of gender. KRESCENT and CCHCSP training programs demonstrated balanced success in their PDF and NI, whereas the CIHR awardees had reduced representation of women scientists from PDF to NI. This exploratory study highlights the utility of programmatic training approaches like the KRESCENT program as potential tools to support and retain women scientists in the academic pipeline during the challenging PDF to NI transition period.


CONTEXTE: Les chercheuses sont moins susceptibles que les hommes d'obtenir une promotion ou un poste de professeur adjoint, en plus d'obtenir moins de subventions. Des programmes de formation pour les chercheurs et chercheurs cliniciens offrant des bourses salariales ainsi que de la formation et du mentorat pourraient s'avérer pertinents pour améliorer la situation des femmes en sciences. Nous avons émis l'hypothèse qu'une approche programmatique de la formation des chercheurs et chercheurs cliniciens pourrait améliorer les résultats pour les chercheuses canadiennes comparativement aux bourses salariales seules. Pour ce faire, les stagiaires du Programme national de formation scientifique et d'encadrement des chercheurs spécialisés dans le domaine rénal (KRESCENT), du Programme canadien des cliniciens-chercheurs en santé de l'enfant (PCCCSE) et des programmes de bourses salariales des Instituts de recherche en santé du Canada (IRSC) ont été évalués. OBJECTIFS: Vérifier si le programme de formation structuré KRESCENT avec soutien salarial favorise le succès académique des scientifiques féminines par rapport aux bourses salariales uniquement. TYPE D'ÉTUDE: Étude de cohorte rétrospective. CADRE: Programmes nationaux de formation et de bourses salariales pour les chercheurs et les chercheurs cliniciens du Canada. SUJETS: La cohorte KRESCENT (n = 59; 2005-2017), la cohorte PCCCSE (n = 58; 2002-2015) et les récipiendaires d'une bourse salariale des IRSC (n = 571; 2005-2015) destinées aux boursiers postdoctoraux (BPD) et aux nouveaux chercheurs (NC). MESURES: Le succès du financement des subventions de fonctionnement nationales, l'obtention d'un poste de professeur adjoint à l'université pour les BPD ou l'obtention d'une promotion au poste de professeur agrégé pour les NC. MÉTHODOLOGIE: La répartition des genres dans chaque cohorte a été déterminée à l'aide du prénom et de Namepedia, et a été examinée en fonction du statut (BPD ou NC). Les résultats des stagiaires ont été décrits selon le genre et le niveau de formation. RÉSULTATS: Dans le cas des BPD, les cohortes KRESCENT et IRSC étaient plutôt équilibrées (44 % d'hommes [12/27] pour KRESCENT et 47 % [55/116] de femmes pour IRSC). Les femmes BPD étaient plus nombreuses dans la cohorte PCCCSE (13/20 [65 %]). Du côté des NC, les femmes étaient majoritaires dans les cohortes KRESCENT et PCCCSE (respectivement 59 % [19/32] et 58 % [22/38] de femmes) et les hommes étaient plus nombreux dans la cohorte IRSC (64 % d'hommes [290/455]; 36 % de femmes [165/455] [p = 0,01]). Nous avons observé un taux élevé de réussite des subventions de fonctionnement chez les NC (91 à 95 %) dans toutes les cohortes, sans égard au genre. Une forte proportion de BPD du PCCCSE avaient obtenu un poste de professeur adjoint (18/20 [90 %]); ceci pourrait s'expliquer en partie par le plus long suivi (9,3 ± 3 ans) comparativement aux BPD du KRESCENT (7/27 [26 %]; 0,88 ± 4,5 ans). Ces données n'étaient pas disponibles pour les BPD des IRSC. On a vu une augmentation des promotions à des postes de professeurs agrégés pour les nouvelles chercheuses de la cohorte KRESCENT (p = 0,02, pour 0,25 ± 3,2 ans de suivi). Les NC du PCCCSE présentaient un taux élevé de promotions (37/38 [97 %]; 6,9 ± 3,6 ans de suivi), indépendamment du genre. Une tendance globale pour un plus grand nombre d'hommes poursuivant des recherches biomédicales a été observée. LIMITES: Parmi les limites, on compte la taille et l'hétérogénéité des cohortes KRESCENT et PCCCSE; de possibles erreurs de classification dues à l'attribution du genre par le prénom; le manque de données sur les bassins respectifs de candidats; l'incapacité d'examiner l'intersectionnalité avec le genre, l'origine ethnique et l'orientation sexuelle. CONCLUSION: Le rendement global des stagiaires dans l'ensemble des programmes est remarquable, quel que soit leur genre, par rapport aux normes communautaires. Les programmes de formation de KRESCENT et PCCCSE ont démontré un succès équilibré chez leurs BPD et NC, tandis que les récipiendaires d'une bourse des IRSC ont montré une plus faible représentation de chercheuses tant chez les BPD et les NC. Cette étude exploratoire met en lumière la pertinence d'approches de formation programmatique comme le KRESCENT pour soutenir et retenir les scientifiques féminines dans le domaine académique pendant la difficile période de transition entre le statut de boursière postdoctorale et celui de nouvelle chercheuse.

16.
Can J Kidney Health Dis ; 8: 20543581211033496, 2021.
Article En | MEDLINE | ID: mdl-34367648

PURPOSE OF PROGRAM: The ongoing shortage of organs for transplant combined with Manitoba having the highest prevalence of end-stage renal disease (ESRD) in Canada has resulted in long wait times on the deceased donor waitlist. Therefore, the Transplant Manitoba Adult Kidney Program has ongoing quality improvement initiatives to expand the deceased donor pool. This clinical transplant protocol describes the use of prophylactic pan-genotypic direct-acting anti-viral agents (DAA) for transplanting hepatitis C (HCV)-viremic kidneys (HCV antibody positive/nucleic acid [nucleic acid amplification testing, NAT] positive) to HCV-naïve recipients as routine standard of care. We will evaluate the provincial implementation of this protocol as a prospective observational cohort study. SOURCES OF INFORMATION: Scoping literature review and key stakeholder engagement with interdisciplinary health care providers and health system leaders/decision markers. METHODS: Patients will be screened pre-transplant for eligibility and undergo a multilevel education and consent process to participate in this expanded donor program. Incident adult HCV-naïve recipients of an HCV-viremic kidney transplant will be treated prophylactically with glecaprevir-pibrentasvir with the first dose administered on call to the operation. Glecaprevir-pibrentasvir will be used for 8 weeks with viral monitoring and hepatology follow-up. Primary outcomes are sustained virologic response (SVR) at 12 weeks and the tolerability of DAA therapy. Secondary outcomes within the first year post-transplant are patient and graft survival, graft function, biopsy-proven rejection, HCV transmission to recipient (HCV NAT positive), and HCV nonstructural protein 5A (NS5A) resistance. Safety outcomes within the first year post-transplant include fibrosing cholestatic hepatitis, acute liver failure, primary and secondary DAA treatment failure, HCV transmission to a recipient's partner, elevated liver enzymes ≥2-fold, abnormal international normalized ratio (INR), angioedema, anaphylaxis, cirrhosis, and hepatocellular carcinoma. KEY FINDINGS: This program successfully advocated for and obtained hospital formulary, provincial Exceptional Drug Status (EDS), and Non-Insured Health Benefits (NIHB) to provide prophylactic DAA therapy for this indication, and this information may be useful to other provincial transplant organizations seeking to establish an HCV-viremic kidney transplant program with prophylactic DAA drug coverage. LIMITATIONS: (1) Patient engagement was not undertaken during the program design phase, but patient-reported experience measures will be obtained for continuous quality improvement. (2) Only standard criteria donors (optimal kidney donor profile index [KDPI] ≤60) will be used. If this approach is safe and feasible, then higher KDPI donors may be included. IMPLICATIONS: The goal of this quality improvement project is to improve access to kidney transplantation for Manitobans. This program will provide prophylactic DAA therapy for HCV-viremic kidney transplant to HCV-naïve recipients as routine standard of care outside a clinical trial protocol. We anticipate this program will be a safe and effective way to expand kidney transplantation from a previously unutilized donor pool.


OBJECTIF DU PROGRAMME: La pénurie actuelle d'organes à transplanter, combinée au fait que le Manitoba est la province qui présente la plus forte prévalence d'insuffisance rénale terminale au Canada, entraîne de longs délais sur la liste d'attente d'un organe provenant d'un donneur décédé. Le programme de transplantation rénale pour les adultes du Manitoba (Transplant Manitoba Adult Kidney Program) a mis en place des initiatives d'amélioration continue de la qualité afin d'élargir le bassin de donneurs décédés. Ce protocole clinique de transplantation décrit l'emploi, comme traitement habituel, d'agents antiviraux directs (AAD) pan-génotypiques prophylactiques pour la transplantation de reins provenant de donneurs infectés par le virus de l'hépatite C (VHC) (individus positifs pour les anticorps VHC et acides nucléiques [NAT]) à des receveurs naïfs pour VHC. La mise en œuvre provinciale de ce protocole sera évaluée en tant qu'étude de cohorte prospective et observationnelle. SOURCES: Examen de la documentation et évaluation de l'engagement des principaux intervenants avec les fournisseurs de soins de santé interdisciplinaires et les dirigeants/décideurs du système de santé. MÉTHODOLOGIE: L'admissibilité au programme sera évaluée avant la greffe. Pour participer à ce programme élargi de donneurs, les patients devront se soumettre à un processus d'information et de consentement à plusieurs niveaux. Les adultes incidents naïfs pour VHC devant recevoir un rein virémique-VHC seront traités de façon prophylactique par glécaprévir+pibrentasvir; la première dose administrée au moment de l'appel pour l'opération. Le traitement par glécaprévir+pibrentasvir sera administré pendant 8 semaines avec surveillance virale et suivi hépatologique. Les principaux résultats évalués seront une réponse virologique prolongée (RVP) à 12 semaines et la tolérance au traitement par AAD. Les résultats secondaires mesurés dans la première année suivant la greffe seront la survie du patient et du greffon; la fonction du greffon; le rejet avéré par biopsie; la transmission du VHC au receveur (positif pour VHC et NAT) et la résistance aux protéines non structurelles 5A (NS5A) du VHC. Les résultats relatifs à l'innocuité dans la première année suivant la greffe comprennent la cholestase hépatique fibrosante; l'insuffisance hépatique aiguë; l'échec primaire et secondaire du traitement par AAD; la transmission du VHC au partenaire d'un receveur; une élévation supérieure à 2 fois du taux d'enzymes hépatiques; un INR anormal; un angio-œdème; l'anaphylaxie; une cirrhose ou un carcinome hépatocellulaire. PRINCIPAUX RÉSULTATS: Le programme a recommandé et obtenu l'inscription du traitement prophylactique par AAD sur la liste de médicaments des hôpitaux pour cette indication, en plus du statut de médicament d'exception provincial et de son ajout au Programme des services de santé non assurés (SSNA). Ces renseignements pourraient être utiles à d'autres organismes provinciaux de transplantation qui cherchent à mettre en œuvre un programme de transplantation rénale virémique-VHC avec un traitement prophylactique par AAD. LIMITES: (1) La participation des patients n'a pas été entreprise pendant la phase de conception du programme, mais des mesures de l'expérience des patients seront obtenues pour l'amélioration continue de la qualité. (2) Seuls les donneurs satisfaisant aux critères standards (Kidney Donor Profile Index [KDPI] ≤ 60) seront inclus. Si cette approche est sécuritaire et faisable, des donneurs de KDPI plus élevés pourront être inclus. CONCLUSION: L'objectif de ce projet d'amélioration de la qualité est d'améliorer l'accès aux transplantations rénales pour les Manitobains. Ce programme offrira un traitement prophylactique aux AAD pour les greffes de reins virémiques-VHC à des receveurs naïfs pour VHC comme traitement de référence habituel en dehors d'un protocole d'essai clinique. Nous pensons que ce programme sera un moyen sûr et efficace d'étendre la transplantation rénale à partir d'un bassin de donneurs auparavant non utilisés.

17.
Int J Gynecol Pathol ; 40(4): 391-399, 2021 Jul 01.
Article En | MEDLINE | ID: mdl-33323855

Recurrent vulvar squamous cell carcinomas (SCCs) are a poorly understood and aggressive group of treatment-resistant neoplasms. Currently, it remains unclear whether these are in fact recurrences of the same primary tumor, or the development of entirely new tumors. Here, to address this question, we examined the mutational profile of a series of patients with recurrent or multifocal non-human papilloma virus (HPV)-associated vulvar SCC. We performed a targeted 33-gene next-generation sequencing panel on a series of 14 patients with recurrent or multifocal non-HPV-associated vulvar SCC and precursor neoplasms. This amounted to 54 cases (33 SCC, 1 verrucous carcinoma, 13 differentiated vulvar intraepithelial neoplasia, and 7 differentiated exophytic vulvar intraepithelial lesion), with 79 mutations detected altogether. TP53 [51/79 (65%)] was the most frequently mutated gene. Mutations in PIK3CA [16/79 (20%)), HRAS [6/79 (8%)], PTEN [4/79 (5%)], EGFR [1/79 (1%)], and GNAS [1/79 (1%)] were occasionally seen. Most patients with SCC [5/9 (56%)] recurrent, 4/5 (80%) multifocal] demonstrated a clonal relationship, and harbored the same mutations in the same genes in metachronous or synchronous tumors. A subset of the recurrent tumors [2/5 (40%)] recurred with additional mutations. These clonal relationships were shared between SCC and differentiated vulvar intraepithelial neoplasia in each case. By contrast, a small number of recurrent tumors [3/9 (33%)] demonstrated novel mutations, entirely different from the primary tumor. Thus, our findings suggest that recurrent non-HPV-associated vulvar SCC can arise from 2 mechanisms.


Carcinoma in Situ/genetics , Carcinoma, Squamous Cell/genetics , Tumor Suppressor Protein p53/genetics , Vulvar Neoplasms/genetics , Aged , Aged, 80 and over , Carcinoma in Situ/pathology , Carcinoma, Squamous Cell/pathology , Epithelial Cells/pathology , Female , High-Throughput Nucleotide Sequencing , Humans , Middle Aged , Mutation , Neoplasm Recurrence, Local , Neoplasms, Multiple Primary , Sequence Analysis, DNA , Vulva/pathology , Vulvar Neoplasms/pathology
18.
Pediatr Transplant ; 25(5): e13959, 2021 Aug.
Article En | MEDLINE | ID: mdl-33368914

ER-Tac, taken once per day, is associated with improved adherence. This study examined the potential patient and clinical factors that influence clinicians to convert pediatric patients from immediate-release to ER-Tac. This prospective multi-center observational study followed Canadian pediatric kidney transplant recipients up to 5 years post-transplant. Cox Proportional Hazards Regression was used to examine the influence of factors on conversion to ER-Tac. Sixty-six participants were included in this analysis. For every additional year of age at the time of transplant, the likelihood of conversion was more than doubled (HR 2.54, CI 1.83, 3.54, P < 0.001). The impact of age reduced by three percent for every month after transplant (HR 0.97, CI 0.95, 0.98, P < 0.001). Girls were more likely to be converted than boys (HR 3.78, CI 1.35, 10.6, P 0.01). Adherence measures (MAM-MM and tacrolimus trough variability), individual barriers to adherence, renal function, HLA mismatch, and rejection were not significant predictors of conversion in the final regression model. ER-Tac was preferentially prescribed to older age and female patients. Female sex and adolescence are both associated with worse graft outcomes, but we found no link between individualized markers of adherence/graft risk and conversion. Clinicians appeared to be using demographic features to distinguish patients at perceived higher risk and converted accordingly, without a case-by-case evaluation of who is more susceptible to poor outcomes.


Clinical Decision-Making/methods , Graft Rejection/prevention & control , Immunosuppressive Agents/administration & dosage , Kidney Transplantation , Medication Adherence/statistics & numerical data , Practice Patterns, Physicians'/statistics & numerical data , Tacrolimus/administration & dosage , Adolescent , Adolescent Behavior/psychology , Age Factors , Canada , Child , Delayed-Action Preparations , Female , Follow-Up Studies , Humans , Immunosuppressive Agents/therapeutic use , Male , Medication Adherence/psychology , Proportional Hazards Models , Prospective Studies , Risk Assessment , Sex Factors , Tacrolimus/therapeutic use
19.
Clin Biochem ; 88: 49-55, 2021 Feb.
Article En | MEDLINE | ID: mdl-33307060

OBJECTIVES: All patients who undergo cardiopulmonary bypass (CPB) experience some degree of ischemia reperfusion injury (IRI). Severe IRI-induced acute kidney injury (AKI) occurs in approximately 1-2% of patients undergoing CPB. Previous studies using activity-based protein profiling of urine identified group XV phospholipase A2, PLA2G15/LPLA2, as potentially associated with patients who develop AKI post CPB. The present study examined urinary PLA2G15/LPLA2 activity during CPB and in the near postoperative period for associations with subsequent AKI development. DESIGN & METHODS: Samples were collected in a nested case controlled cohort of 21 patients per group who either did (AKI) or did not (non-AKI) develop AKI post-operatively. Serum and urine samples from each patient before, during and after CPB were assayed for PLA2G15/LPLA2 activity. RESULTS: Urine activity significantly increased during the intra operative period. In contrast the activities in paired sera were markedly decreased during CPB. There was no correlation between the serum and urine activity levels of patients. There were no significant differences in activity levels of PLA2G15/LPLA2 in the urine or sera from patients that did and did not develop AKI. CONCLUSIONS: The lack of correlation between serum and urine activity levels suggests that the rapid intraoperative increases in PLA2G15/LPLA2 activity may originate from the kidney and as such offer an intraoperative indicator of early renal response to CPB associated stressors.


Acute Kidney Injury/enzymology , Acyltransferases/blood , Acyltransferases/urine , Cardiopulmonary Bypass , Phospholipases A2/blood , Phospholipases A2/urine , Acute Kidney Injury/etiology , Acute Kidney Injury/pathology , Aged , Biomarkers/blood , Biomarkers/urine , Cardiopulmonary Bypass/adverse effects , Case-Control Studies , Cohort Studies , Female , Humans , Intraoperative Period , Male , Middle Aged , Postoperative Complications/enzymology , Postoperative Complications/etiology , Postoperative Complications/pathology , Postoperative Period , Risk Factors
20.
Int J Cancer ; 148(2): 481-491, 2021 01 15.
Article En | MEDLINE | ID: mdl-32955725

The mixture of epithelial and stromal components in pancreatic ductal adenocarcinoma (PDAC) may confound sequencing-based studies of tumor gene expression. Virtual microdissection has been suggested as a bioinformatics approach to segment the aforementioned components, and subsequent prognostic gene sets have emerged from this research. We examined the prognostic signature from the epithelial gene set of one such study using laser capture microdissected (LCM) epithelial samples. We also examined this gene set in matched stromal samples to determine whether prognostic findings were specific to the epithelium. LCM samples from 48 long-term and 48 short-term PDAC survivors were obtained. The resultant epithelial and stromal components were subjected to direct mRNA quantification using a 49 gene published PDAC classifier. Component-specific unsupervised hierarchical clustering was used to derive groups and survival differences were quantified. Immunohistochemical validation of particular genes was performed in an independent cohort. Clustering in the epithelial component yielded prognostic differences in univariable analysis (P = .02), but those differences were not significant when controlled for other clinicopathologic covariates (P = .06). Clustering in the stromal component yielded prognostic differences that persisted in the presence of other clinicopathologic covariates (P = .0005). Validation of selected genes in the epithelium (KRT6A-negative prognostic [P = .004]) and stroma (LY6D-improved prognostic [P = .01] and CTSV-negative prognostic [P = .0002]) demonstrated statistical independence in multivariable analysis. Although the genes used in this study were originally identified as being representative of the epithelial component of PDAC, their expression in the stroma appears to provide additional information that may aid in improved prognostication.


Carcinoma, Pancreatic Ductal/pathology , Pancreatic Neoplasms/pathology , Carcinoma, Pancreatic Ductal/genetics , Carcinoma, Pancreatic Ductal/metabolism , Cluster Analysis , Cohort Studies , Epithelial Cells/pathology , Formaldehyde , Gene Expression , Humans , Laser Capture Microdissection , Lymph Nodes/pathology , Neoplasm Invasiveness , Pancreatic Neoplasms/genetics , Pancreatic Neoplasms/metabolism , Paraffin Embedding , Peripheral Nerves/pathology , Prognosis , Stromal Cells/pathology , Survival Analysis , Tissue Fixation
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