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1.
Transplant Proc ; 56(8): 1712-1720, 2024 Oct.
Article in English | MEDLINE | ID: mdl-39198066

ABSTRACT

BACKGROUND: The mismatch between the number of patients awaiting kidney transplantation and the supply of donor organs has contributed to the increase in kidney transplantation from donors after circulatory death (DCD). Persistently long waiting times have led the transplant community to continue to explore the use of expanded- criteria DCD kidneys. In parallel, advances in organ preservation strategies have contributed to an overall increase in DCD organ transplantation and are altering the transplant landscape. Some of these techniques may improve kidney allograft outcomes and affect how DCD kidneys are used. We aimed to better understand practices in accepting DCD kidney offers in the modern era. METHODS: Directors of 196 US kidney transplant centers were emailed a link to an online survey over a 5-week period. RESULTS: Forty-eight out of the 364 directors (13%) responded, with all United Network for Organ Sharing regions represented. Definitions of warm ischemia time (WIT) used in DCD kidney evaluation varied widely among the respondents. The maximum total WIT limit varied, with 19 (39.6%) <60-minute responses, followed by 16 (33%) <90-minute responses, and 10 (20.8%) <120-minute responses. CONCLUSIONS: Despite increasing DCD kidney transplantation volumes in the United States, there are no standardized procurement biopsy practices, organ procurement organization preoperative protocols, or consensus definition or limits of WIT. Agreement on terminology may facilitate rapid clinical communication, efficiency of organ allocation and utilization, recording of data, research, and improvements in policy.


Subject(s)
Kidney Transplantation , Tissue Donors , Tissue and Organ Procurement , Humans , United States , Tissue and Organ Procurement/methods , Surveys and Questionnaires , Tissue Donors/supply & distribution , Organ Preservation/methods , Warm Ischemia
2.
Clin Transplant ; 38(8): e15436, 2024 Aug.
Article in English | MEDLINE | ID: mdl-39158959

ABSTRACT

BACKGROUND: Efforts to address the shortage of donor organs include increasing the use of renal allografts from donors after circulatory death (DCD). While warm ischemia time (WIT) is thought to be an important factor in DCD kidney evaluation, few studies have compared the relationship between WIT and DCD kidney outcomes, and WIT acceptance practices remain variable. METHODS: We conducted a single-center retrospective review of all adult patients who underwent deceased donor kidney transplantation from 2000 to 2021. We evaluated the impact of varied functional warm ischemia time (fWIT) in controlled DCD donors by comparing donor and recipient characteristics and posttransplant outcomes between high fWIT (>60 min), low fWIT (≤60 min), and kidneys transplanted from donors after brain death (DBD). RESULTS: Two thousand eight hundred eleven patients were identified, 638 received low fWIT DCD, 93 received high fWIT DCD, and 2080 received DBD kidneys. There was no significant difference in 5-year graft survival between the DCD low fWIT, high fWIT, and DBD groups, with 84%, 83%, and 83% of grafts functioning, respectively. Five-year patient survival was 91% in the low fWIT group, 92% in the high fWIT group, and 90% in the DBD group. An increase in kidney donor risk index (KDRI) (HR 3.37, 95% CI = 2.1-5.7) and high CIT compared to low CIT (HR 2.12, 95% CI = 1.4-3.1) have higher hazard ratios for 1-year graft failure. CONCLUSIONS: Increased acceptance of kidneys from selected DCD donors with prolonged fWIT may present an opportunity to increase kidney utilization while preserving outcomes. Our group specifically prioritizes the use of kidneys from younger donors, with lower KDPI, and without acute kidney injury, or risk factors for underlying chronic kidney disease.


Subject(s)
Graft Survival , Kidney Transplantation , Tissue Donors , Tissue and Organ Procurement , Warm Ischemia , Humans , Male , Female , Retrospective Studies , Middle Aged , Follow-Up Studies , Tissue Donors/supply & distribution , Tissue and Organ Procurement/methods , Prognosis , Adult , Risk Factors , Survival Rate , Glomerular Filtration Rate , Kidney Function Tests , Graft Rejection/etiology , Kidney Failure, Chronic/surgery , Donor Selection
3.
Transplant Direct ; 10(3): e1581, 2024 Mar.
Article in English | MEDLINE | ID: mdl-38380346

ABSTRACT

Background: Few studies have evaluated the efficacy of transverse abdominis plane (TAP) block in patients undergoing hand-assisted laparoscopic live-donor nephrectomy (HALN). We aimed to evaluate the analgesic effectiveness of TAP block as part of a multimodal pain management regimen in patients undergoing HALN. Methods: We retrospectively reviewed the medical records of living kidney donors at our center between June 2016 and February 2020. HALNs were performed via a transperitoneal approach through a suprapubic incision. Additional laparoscopic ports were used in the upper midabdomen. In consenting donors, TAP block was performed postoperatively under ultrasound guidance with either a single-shot or continuous infusion of long-acting local anesthetic (0.2%-0.5% ropivacaine). All the patients received postoperative around-the-clock ketorolac and acetaminophen. Results: Overall, 72 donors received the block (block group, 38 single-shot, 34 continuous), whereas 86 donors did not receive the block (control group). Baseline characteristics were comparable between the groups except for body weight (control: 71.8 ±â€…13.3 versus block: 77.8 ±â€…17.3 kg; P = 0.01) and intraoperative opioid dose (32.1 ±â€…9.6 versus 26.6 ±â€…10.7 morphine milligram equivalents; P < 0.001). After adjusting for baseline differences, postoperative opioid requirements were similar between the groups. When the baseline pain scale was adjusted for, there was no difference in the overall pain scale scores between the groups (P = 0.242). Subgroup analyses comparing single-shot or continuous TAP versus control did not show any differences. Conclusions: With the caveat of the retrospective nature of the study, the adjunctive effect of TAP block after transabdominal HALN was limited when other multimodal analgesia was used.

4.
JAMA Surg ; 159(1): 60-68, 2024 Jan 01.
Article in English | MEDLINE | ID: mdl-37910090

ABSTRACT

Importance: Despite the unmet need, many deceased-donor kidneys are discarded or not recovered. Inefficient allocation and prolonged ischemia time are contributing factors, and early detection of high-risk donors may reduce organ loss. Objective: To evaluate the feasibility of machine learning (ML) and natural language processing (NLP) classification of donors with kidneys that are used vs not used for organ transplant. Design, Setting, and Participants: This retrospective cohort study used donor information (structured donor characteristics and unstructured donor narratives) from the United Network for Organ Sharing (UNOS). All donor offers to a single transplant center between January 2015 and December 2020 were used to train and validate ML models to predict donors who had at least 1 kidney transplanted (at our center or another center). The donor data from 2021 were used to test each model. Exposures: Donor information was provided by UNOS to the transplant centers with potential transplant candidates. Each center evaluated the donor and decided within an allotted time whether to accept the kidney for organ transplant. Main Outcomes and Measures: Outcome metrics of the test cohort included area under the receiver operating characteristic curve (AUROC), F1 score, accuracy, precision, and recall of each ML classifier. Feature importance and Shapley additive explanation (SHAP) summaries were assessed for model explainability. Results: The training/validation cohort included 9555 donors (median [IQR] age, 50 [36-58] years; 5571 male [58.3%]), and the test cohort included 2481 donors (median [IQR] age, 52 [40-59] years; 1496 male [60.3%]). Only 20% to 30% of potential donors had at least 1 kidney transplanted. The ML model with a single variable (Kidney Donor Profile Index) showed an AUROC of 0.69, F1 score of 0.42, and accuracy of 0.64. Multivariable ML models based on basic a priori structured donor data showed similar metrics (logistic regression: AUROC = 0.70; F1 score = 0.42; accuracy = 0.62; random forest classifier: AUROC = 0.69; F1 score = 0.42; accuracy = 0.64). The classic NLP model (bag-of-words model) showed its best metrics (AUROC = 0.60; F1 score = 0.35; accuracy = 0.59) by the logistic regression classifier. The advanced Bidirectional Encoder Representations From Transformers model showed comparable metrics (AUROC = 0.62; F1 score = 0.39; accuracy = 0.69) only after appending basic donor information. Feature importance and SHAP detected the variables (and words) that affected the models most. Conclusions and Relevance: Results of this cohort study suggest that models using ML can be applied to predict donors with high-risk kidneys not used for organ transplant, but the models still need further elaboration. The use of unstructured data is likely to expand the possibilities; further exploration of new approaches will be necessary to develop models with better predictive metrics.


Subject(s)
Kidney Transplantation , Humans , Male , Middle Aged , Cohort Studies , Retrospective Studies , Kidney , Tissue Donors
5.
JAMA Surg ; 158(3): 319-321, 2023 03 01.
Article in English | MEDLINE | ID: mdl-36542367

ABSTRACT

This cohort study compares graft survival of kidneys from small and very small pediatric donors in women vs men with end-stage kidney disease.


Subject(s)
Kidney Failure, Chronic , Tissue Donors , Male , Humans , Child , Female , Kidney Failure, Chronic/surgery , Graft Survival , Kidney
6.
Ann Surg Oncol ; 25(8): 2261-2270, 2018 Aug.
Article in English | MEDLINE | ID: mdl-29868978

ABSTRACT

BACKGROUND: We characterized the whole transcriptome of circulating tumor cells (CTCs) in stage II-III breast cancer to evaluate correlations with primary tumor biology. METHODS: CTCs were isolated from peripheral blood (PB) via immunomagnetic enrichment followed by fluorescence-activated cell sorting (IE/FACS). CTCs, PB, and fresh tumors were profiled using RNA-seq. Formalin-fixed, paraffin-embedded (FFPE) tumors were subjected to RNA-seq and NanoString PAM50 assays with risk of recurrence (ROR) scores. RESULTS: CTCs were detected in 29/33 (88%) patients. We selected 21 cases to attempt RNA-seq (median number of CTCs = 9). Sixteen CTC samples yielded results that passed quality-control metrics, and these samples had a median of 4,311,255 uniquely mapped reads (less than PB or tumors). Intrinsic subtype predicted by comparing estrogen receptor (ER), progesterone receptor (PR), and human epidermal growth factor receptor 2 (HER2) versus PAM50 for FFPE tumors was 85% concordant. However, CTC RNA-seq subtype assessed by the PAM50 classification genes was highly discordant, both with the subtype predicted by ER/PR/HER2 and by PAM50 tumors. Two patients died of metastatic disease, both of whom had high ROR scores and high CTC counts. We identified significant genes, canonical pathways, upstream regulators, and molecular interaction networks comparing CTCs by various clinical factors. We also identified a 75-gene signature with highest expression in CTCs and tumors taken together that was prognostic in The Cancer Genome Atlas and Molecular Taxonomy of Breast Cancer International Consortium datasets. CONCLUSION: It is feasible to use RNA-seq of CTCs in non-metastatic patients to discover novel tumor biology characteristics.


Subject(s)
Biomarkers, Tumor/genetics , Breast Neoplasms/genetics , Breast Neoplasms/pathology , High-Throughput Nucleotide Sequencing/methods , Neoplastic Cells, Circulating/metabolism , Neoplastic Cells, Circulating/pathology , RNA, Neoplasm/genetics , Feasibility Studies , Female , Follow-Up Studies , Humans , Immunomagnetic Separation , Neoplasm Staging , Pilot Projects , Prognosis , Prospective Studies , Survival Rate
7.
Oncotarget ; 6(42): 44623-34, 2015 Dec 29.
Article in English | MEDLINE | ID: mdl-26556851

ABSTRACT

PURPOSE: The potential utility of circulating tumor cells (CTCs) as liquid biopsies is of great interest. We hypothesized that CTC capture using EpCAM based gating is feasible for most breast cancer subtypes. RESULTS: Cancer cells could be recovered from all intrinsic subtypes of breast cancer with IE/FACS, however, claudin-low cell lines showed very low capture rates compared to the four other groups (p = 0.03). IE/FACS detection of CTC mimic cells was time sensitive, emphasizing controlling for pre-analytic variables in CTC studies. Median fluorescent intensity for flow cytometry and RNA flow cell type characterization were highly correlated, predicting for CTC isolation across molecular subtypes. RNA-Seq of IE/FACS sorted single cell equivalents showed high correlation compared to bulk cell lines, and distinct gene expression signatures compared to PB. MATERIALS AND METHODS: Ten cell lines representing all major subtypes of breast cancer were spiked (as CTC mimics) into and recovered from peripheral blood (PB) using immunomagnetic enrichment followed by fluorescence-activated cell sorting (IE/FACS). Flow cytometry and RNA flow were used to quantify the expression of multiple breast cancer related markers of interest. Two different RNA-Seq technologies were used to analyze global gene expression of recovered sorted cells compared to bulk cell lines and PB. CONCLUSIONS: EpCAM based IE/FACS detected and captured a portion of spiked cells from each of the 10 cell lines representing all breast cancer subtypes, including basal-like but not claudin-low cancers. The assay allows for the isolation of high quality RNA suitable for accurate RNA-Seq of heterogeneous rare cell populations.


Subject(s)
Antigens, Neoplasm/genetics , Biomarkers, Tumor/genetics , Breast Neoplasms/genetics , Cell Adhesion Molecules/genetics , Claudins/genetics , Flow Cytometry , Gene Expression Profiling , Immunomagnetic Separation , Neoplastic Cells, Circulating/metabolism , RNA, Neoplasm/genetics , Antigens, Neoplasm/metabolism , Biomarkers, Tumor/metabolism , Breast Neoplasms/metabolism , Breast Neoplasms/pathology , Cell Adhesion Molecules/metabolism , Claudins/metabolism , Epithelial Cell Adhesion Molecule , Feasibility Studies , Female , Gene Expression Profiling/methods , Gene Expression Regulation, Neoplastic , Humans , MCF-7 Cells , Neoplastic Cells, Circulating/pathology , Phenotype , Sequence Analysis, RNA , Time Factors
8.
J Surg Oncol ; 111(6): 669-82, 2015 May.
Article in English | MEDLINE | ID: mdl-25644184

ABSTRACT

BACKGROUND: Radiation-induced sarcoma (RIS) is a potential complication of cancer treatment. No widely available cell line models exist to facilitate studies of RIS. METHODS: We derived a spontaneously immortalized primary human cell line, UACC-SARC1, from a RIS. RESULTS: Short tandem repeat (STR) profiling of UACC-SARC1 was virtually identical to its parental tumor. Immunohistochemistry (IHC) analysis of the tumor and immunocytochemistry (ICC) analysis of UACC-SARC1 revealed shared expression of vimentin, osteonectin, CD68, Ki67 and PTEN but tumor-restricted expression of the histiocyte markers α1-antitrypsin and α1-antichymotrypsin. Karyotyping of the tumor demonstrated aneuploidy. Comparative genomic hybridization (CGH) provided direct genetic comparison between the tumor and UACC-SARC1. Sequencing of 740 mutation hotspots revealed no mutations in UACC-SARC1 nor in the tumor. NOD/SCID gamma mouse xenografts demonstrated tumor formation and metastasis. Clonogenicity assays demonstrated that 90% of single cells produced viable colonies. NOD/SCID gamma mice produced useful patient-derived xenografts for orthotopic or metastatic models. CONCLUSION: Our novel RIS strain constitutes a useful tool for pre-clinical studies of this rare, aggressive disease. UACC-SARC1 is an aneuploid cell line with complex genomics lacking common oncogenes or tumor suppressor genes as drivers of its biology. The UACC-SARC1 cell line will enable further studies of the drivers of RIS.


Subject(s)
Breast Neoplasms/pathology , Cell Line, Tumor/pathology , Neoplasms, Radiation-Induced/pathology , Sarcoma/pathology , Aneuploidy , Animals , Antigens, CD/metabolism , Antigens, Differentiation, Myelomonocytic/metabolism , Breast Neoplasms/genetics , Breast Neoplasms/metabolism , Cell Line, Tumor/metabolism , Comparative Genomic Hybridization , Cytoplasm/metabolism , Female , Humans , Immunohistochemistry , Karyotyping , Ki-67 Antigen/metabolism , Mice, SCID , Microsatellite Repeats , Middle Aged , Neoplasms, Experimental , Neoplasms, Radiation-Induced/genetics , Neoplasms, Radiation-Induced/metabolism , Osteonectin/metabolism , PTEN Phosphohydrolase/metabolism , Sarcoma/genetics , Sarcoma/metabolism , Sequence Analysis, DNA , Vimentin/metabolism , alpha 1-Antichymotrypsin/metabolism , alpha 1-Antitrypsin/metabolism
9.
Breast Cancer Res Treat ; 149(1): 121-31, 2015 Jan.
Article in English | MEDLINE | ID: mdl-25432738

ABSTRACT

Circulating tumor cells (CTCs) are prognostic in all stages of breast cancer. However, since they are extremely rare, little is known about the molecular nature of these cells. We report a novel strategy for the isolation and expression profiling of pure populations of CTCs derived from peripheral blood. We developed a method to isolate CTCs based on immunomagnetic capture followed by fluorescence-activated cell sorting (IE/FACS). After assay validation using the BT474 cell line spiked into blood samples in vitro, RNA from CTCs isolated from the blood of five metastatic breast cancer (MBC) patients was linearly amplified and subjected to gene expression profiling via cDNA microarrays. We isolated a range of 9-993 captured CTCs from five MBC patients' blood and profiled their RNA in comparison to a diverse panel of primary breast tumors (n = 55). Unsupervised hierarchical clustering revealed that CTC profiles clustered with more aggressive subtypes of primary breast tumors and were readily distinguishable from peripheral blood (PB) and normal epithelium. Differential expression analysis revealed CTCs to have downregulated apoptosis, and they were distinguishable from PB by the relative absence of immune-related signals. As expected, CTCs from MBC had significantly higher risk of recurrence scores than primary tumors (p = 0.0073). This study demonstrates that it is feasible to isolate CTCs from PB with high purity through IE/FACS and profile them via gene expression analysis. Our approach may inform the discovery of therapeutic predictors and be useful for real-time identification of emerging resistance mechanisms in MBC patients.


Subject(s)
Biomarkers, Tumor/blood , Breast Neoplasms/genetics , Neoplasm Recurrence, Local/genetics , Neoplastic Cells, Circulating , Antigens, Neoplasm/biosynthesis , Biosynthetic Pathways/genetics , Breast Neoplasms/blood , Breast Neoplasms/pathology , Cell Adhesion Molecules/biosynthesis , Epithelial Cell Adhesion Molecule , Female , Flow Cytometry , Gene Expression Profiling , Gene Expression Regulation, Neoplastic , Humans , Microarray Analysis , Middle Aged , Neoplasm Metastasis , Neoplasm Proteins/biosynthesis , Neoplasm Proteins/blood , Neoplasm Recurrence, Local/pathology , Prognosis
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