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161 citation(s) found for "Zhang, Nan".

Abstract IA02: Multicancer detection of early-stage cancers with simultaneous tissue localization using a plasma cfDNA-based targeted methylation assay
Hartman, Anne‐Renee , Oxnard, Geoffrey R. , Seiden, Michael V., Venn, Oliver, Jamshidi, Arash , Zhang, Nan , Beausang, John F., Gross, Samuel, Fung, Eric T. , Allen, Brian, Fields, Alexander P. , Liu, Hai , Richards, Donald , Aravanis, Alexander M. , Liu, Minetta C. , Klein, Eric A. , Hubbell, Earl , Gross, Samuel, Kurtzman, Kathryn N. , Sekeres, Mikkael A. , Yu, Peter Paul

Mayo Clinic

Clinical Cancer Research | June 16, 2020 | Volume: 26 | Issue: 11_Supplement | Pages: IA02-IA02

10.1158/1557-3265.liqbiop20-ia02 Get It

Abstract Background: Earlier cancer detection could identify tumors when they are more treatable and thus may improve clinical outcomes. A blood-based multicancer early detection test using circulating tumor cell-free DNA (cfDNA) offers the potential to address this unmet need. Our previous discovery work identified whole-genome bisulfite sequencing as outperforming whole-genome and targeted sequencing approaches for multicancer detection across stages. We thus developed a targeted methylation (TM) assay for multicancer detection and tissue-of-origin (TOO) localization. Methods: Participants were from the Circulating Cell-free Genome Atlas (CCGA; NCT02889978) and STRIVE (NCT03085888) studies, both prospective, multicenter, observational studies with longitudinal follow-up. cfDNA samples spanning >20 cancer types of all stages were divided into a cross-validated training set and an independent validation set; there were 3,583 evaluable samples in training (1,530 cancer; 2,053 noncancer) and 1,803 in validation (678 cancer; 1,125 noncancer). Performance in a prespecified set of 12 high-signal cancers was also reported (anus, bladder, colon/rectum, esophagus, head and neck, liver/bile-duct, lung, lymphoma, ovary, pancreas, plasma cell neoplasm, stomach). This multicancer early detection test evaluated cfDNA for the presence of cancer and localization of TOO; the TM classifier was trained to target >99% specificity. Precision was defined as the fraction of correct calls. Results: Participants with and without cancer were similar in age. Specificity across all cancer types in the training and validation sets was 99.8% (95% CI, 99.2-99.9%) and 99.3% (98.3-99.8%), respectively, which reflects a consistent (P=0.292) false positive rate of <1%. Across all cancer types, aggregate sensitivity was also consistent between the training and validation sets (55% [53-58%] and 55% [51-59], respectively; P=0.897). In the validation set, aggregate sensitivity in the prespecified group was 76% (73-78%); detection was 39% (27–52%) in stage I (n=62), 69% (56–80%) in stage II (n=62), 83% (75–90%) in stage III (n=102), and 92% (86–96%) in stage IV (n=130). Overall, the classifier assigned a TOO across >20 cancer types in 96% of samples (344/359); of these, the TOO was correct in 93% (321/344) of cases, which was consistent with training set analyses. Conclusions: This multicancer early detection test detected cancer signal across >20 cancer types with a single, fixed, low false positive rate and highly accurate TOO localization. Importantly, results in the independent validation set were consistent with the training set, demonstrating the robustness of machine learning classifier training, and confirms that data were not overfitted. These data support the feasibility of a single blood-based test that can detect multiple cancers, supporting further clinical development in preparation for the return of results. Citation Format: Anne-Renee Hartman, Geoffrey Oxnard, Eric Klein, Michael Seiden, Earl Hubbell, Oliver Venn, Arash Jamshidi, Nan Zhang, John Beausang, Samuel Gross, Kathryn Kurtzman, Eric Fung, Brian Allen, Alexander Fields, Hai Liu, Mikkael Sekeres, Donald Richards, Peter Yu, Alexander Aravanis, Minetta Liu. Multicancer detection of early-stage cancers with simultaneous tissue localization using a plasma cfDNA-based targeted methylation assay [abstract]. In: Proceedings of the AACR Special Conference on Advances in Liquid Biopsies; Jan 13-16, 2020; Miami, FL. Philadelphia (PA): AACR; Clin Cancer Res 2020;26(11_Suppl):Abstract nr IA02.
Tracking Changes in Age Distribution of Head and Neck Cancer in the U.S. from 1975-2016
Bajpai, Shilpika , Zhang, Nan , Lott, David G.

Mayo Clinic

No container title available | May 15, 2020 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.22541/au.158955424.44572146 Get It

Introduction There is currently a lack of available data clearly addressing whether the proportion of young patients diagnosed with head and neck cancer (HNC) within the U.S. has increased over the last several decades in comparison to other age cohorts. This study attempts to elucidate any trends in oral cavity, oropharynx, larynx and hypopharynx cancer age distribution in the United States population from 1975-2016. Unlike previous studies, this paper does not track incidence, but rather reports proportional changes of prevalence within age cohorts over time. Methods This is a retrospective chart review centered on data from the Surveillance, Epidemiology, and End Results (SEER) Program of the National Cancer Institute (NCI). Each decade interval from 1975-2016 displays the proportion of HNC patients, classified by primary tumor subsite, within each age cohort. Results Mean age at diagnosis increased for three of the four HNC evaluated. Oropharyngeal cancer was the only subsite to demonstrate an overall proportional increase, mainly in middle age (40-59 years) patients. Cancers of the oral cavity were the only subset to show a true increase in the proportion of young (0-39 years) patients. When stratifying by gender, the proportion of young patients in female HNC cases is higher than the proportion of young male HNC cases. Conclusion Overall, this study demonstrates an increased proportion of older HNC patients that is consistent with the aging population. Oral cavity is the only cancer to demonstrate a true increase in the proportion of young patients, likely from the increased incidence of young women diagnosed with this cancer. Case reports citing more young patients becoming diagnosed with other types of HNC are not currently supported by the data. Lastly, the increased proportion of middle-age patients with oropharyngeal cancer likely reflects the increase in HPV-related cancers.
Current practice for screening and management of financial distress at NCCN member institutions.
Khera, Nandita , Sugalski, Jessica , Krause, Diana, Butterfield, Richard , Zhang, Nan , Smedley, Warren , Stewart, F. Marc, Zafar, Yousuf, Griffin, Joan M. , Zafar, Yousuf, Lee, Stephanie J.

Mayo Clinic

Journal of Clinical Oncology | March 12, 2020 | Volume: 37 | Issue: 15_suppl | Pages: 11615-11615

10.1200/jco.2019.37.15_suppl.11615 Get It

11615 Background: Deficiencies and barriers exist to delivering comprehensive and affordable cancer care. Understanding the variation in organizational commitment, existing programs, and expected outcomes for screening and management of financial distress is needed. Methods: Representatives from 17 of 27 NCCN Member Institutions (63%) completed an online survey in November 2018 conducted by the NCCN Best Practices Committee. Centers were classified based on number of unique patients seen per year, as large ( > 10,000) (76%), or small ( < 10,000) (34%). The survey focused on institutions’ screening and management practices for patient financial distress, perceived barriers in implementation, and leadership attitudes. Results: Routine screening for financial distress was reported by 77% of centers, and most used social worker assessments (94%). 56% screened patients throughout the cancer journey. Help with drug costs, meal or gas vouchers and payment plans were offered by 100% of centers. Formal pre-authorization programs and assistance with claims and denials was offered by 81%. Charity care for medical costs was provided by 100% of the large centers compared to only 33% of small centers (p = 0.03). Median number of social workers (24 vs. 3; p = 0.01) and pharmacy representatives (6 vs. 2; p = 0.02) was also different between large and small centers. 76% evaluated the impact of financial advocacy services through number of patients assisted (85%), bad debt and charity write-offs (85%) or patient satisfaction surveys (54%). 6% and 12% reported overall effectiveness of institutional practice for screening and management of financial distress as poor/ very poor respectively. Inadequate staffing and real time resources (69%), limited institutional budget (50%), lack of reimbursement (50%), and clinical time constraints (50%) were reported as potential barriers in provision of these services. 94% agreed about stronger integration of financial advocacy services into oncology practice and 84% felt that success of these services should be a quality metric. 31% of large centers vs. 100% of small centers plan to increase staffing in this area in the next 5 years. Conclusions: Majority of NCCN Member Institutions report screening and management programs for financial distress, though the actual practices and range of services vary widely. Information from this study can help centers benchmark their performance relative to similar cancer programs and identify best practices in this area.
Performance of a blood-based test for the detection of multiple cancer types.
Wolpin, Brian M. , Richards, Donald , Cohn, Allen Lee, Chen, Xiaoji , Bredno, Joerg , Yecies, Jessica L., Shaknovich, Rita , Zhang, Nan , Tummala, Mohan K., Cosgrove, David , Wilks, Sharon , Fung, Eric T. , Jamshidi, Arash , Aravanis, Alex, Hartman, Anne‐Renee , Liu, Minetta C. , Kurtzman, Kathryn N. , Spigel, David R. , Siegel, Robert D. , Aravanis, Alexander M. , Klein, Eric A.

Mayo Clinic

Journal of Clinical Oncology | February 4, 2020 | Volume: 38 | Issue: 4_suppl | Pages: 283-283

10.1200/jco.2020.38.4_suppl.283 Get It

283 Background: Cancers of the esophagus, stomach, pancreas, gallbladder, liver, bile duct, colon and rectum will account for 17% of incident cancer diagnoses and 26% of cancer-related deaths in the US in 2019. We developed a methylation-based cfDNA early multi-cancer detection test that also can predict the tissue of origin (TOO) of these and other cancers types; performance of this test for gastrointestinal (GI) tract cancers is reported here. Methods: The Circulating Cell-free Genome Atlas (CCGA; NCT02889978) study is a prospective, multi-center, observational, case-control study with longitudinal follow-up, enrolling individuals with cancer ( > 20 cancers, all stages, newly diagnosed) and without cancer. Plasma cfDNA was subjected to a cross-validated targeted methylation (TM) sequencing assay. Methylation fragments were combined across targeted genomic regions and assigned a probability of cancer and a predicted TOO. GI cancer classes were upper GI (esophagus/stomach, n = 67), pancreas/gallbladder/extrahepatic bile duct (n = 95), liver/intrahepatic bile duct (n = 29), and colon/rectum (n = 121). Results: Detection across all GI cancers was 82% (95% CI 77-86) at a > 99% pre-set specificity. Overall predicted TOO accuracy was 92% (88-95) among the samples for which TOO was predicted (6/255 had indeterminate predicted TOO). The table shows performance by GI cancer type. Conclusions: Simultaneous detection at high specificity ( > 99%) of multiple cancer types, including GI cancers across stages at high sensitivity (82%), was shown using TM analysis of cfDNA. Accurate (92%) localization of cancers to specific regions of the GI tract was also achieved. Detection of multiple GI cancers from a single noninvasive blood test could be a practical method for detecting GI and other cancers, and may facilitate diagnostic work-ups. Clinical trial information: NCT02889978. [Table: see text]
Cardiac sympathetic denervation and synucleinopathy in Alzheimer’s disease with brain Lewy body disease
Callan, Michael, Cutler, Brett, Glass, Michael J. , Walker, Jessica E. , Intorcia, Anthony J., Shill, Holly A. , Driver‐Dunckley, Erika , Mehta, Shyamal H. , Belden, Christine M. , Zamrini, Edward , Sue, Lucia I., Vargas, Daisy, Beach, Thomas G. , Driver-Dunckley, Erika, Serrano, Geidy E. , Shprecher, David , Zhang, Nan , Adler, Charles H.

Mayo Clinic

Brain Communications | January 28, 2020 | Volume: 2 | Issue: 1 | Pages: No page available

10.1093/braincomms/fcaa004 | PMID 32064463 Get It

Abstract Comorbid Lewy body pathology is very common in Alzheimer’s disease and may confound clinical trial design, yet there is no in vivo test to identify patients with this. Tissue (and/or radioligand imaging) studies have shown cardiac sympathetic denervation in Parkinson’s disease and dementia with Lewy bodies, but this has not been explored in Alzheimer’s subjects with Lewy bodies not meeting dementia with Lewy bodies clinicopathological criteria. To determine if Alzheimer’s disease with Lewy bodies subjects show sympathetic cardiac denervation, we analysed epicardial and myocardial tissue from autopsy-confirmed cases using tyrosine hydroxylase and neurofilament immunostaining. Comparison of tyrosine hydroxylase fibre density in 19 subjects with Alzheimer’s disease/dementia with Lewy bodies, 20 Alzheimer’s disease with Lewy bodies, 12 Alzheimer’s disease subjects without Lewy body disease, 19 Parkinson’s disease, 30 incidental Lewy body disease and 22 cognitively normal without Alzheimer’s disease or Lewy body disease indicated a significant group difference (P &lt; 0.01; Kruskal–Wallis analysis of variance) and subsequent pair-wise Mann–Whitney U tests showed that Parkinson’s disease (P &lt; 0.05) and Alzheimer’s disease/dementia with Lewy bodies (P &lt; 0.01) subjects, but not Alzheimer’s disease with Lewy bodies subjects, had significantly reduced tyrosine hydroxylase fibre density as compared with cognitively normal. Both Parkinson’s disease and Alzheimer’s disease/dementia with Lewy bodies subjects also showed significant epicardial losses of neurofilament protein-immunoreactive nerve fibre densities within the fibre bundles as compared with cognitively normal subjects (P &lt; 0.01) and both groups showed high pathologic alpha-synuclein densities (P &lt; 0.0001). Cardiac alpha-synuclein densities correlated significantly with brain alpha-synuclein (P &lt; 0.001), while cardiac tyrosine hydroxylase and neurofilament immunoreactive nerve fibre densities were negatively correlated with the densities of both brain and cardiac alpha-synuclein, as well as Unified Parkinson’s Disease Rating Scale scores (P &lt; 0.05). The clear separation of Alzheimer’s disease/dementia with Lewy bodies subjects from Alzheimer’s disease and cognitively normal, based on cardiac tyrosine hydroxylase fibre density, is the first report of a statistically significant difference between these groups. Our data do not show significant sympathetic cardiac denervation in Alzheimer’s disease with Lewy bodies, but strongly confirm that cardiac nuclear imaging with a noradrenergic radioligand is worthy of further study as a potential means to separate Alzheimer’s disease from Alzheimer’s disease/dementia with Lewy bodies during life.
Clinical Outcomes of Portosystemic Shunts on the Outcome of Liver Transplantation
Rodríguez, Eduardo A. , Perez, Rachel , Zhang, Nan , Lim, Elisabeth S. , Schwartz, Michael , McGirr, A., Srinivasan, Ananth, Hewitt, Winston R. , Silva, Alvin C. , Rakela, Jorge , Vargas, Hugo E. , Schwartz, Michael A , McGirr, Aidan J, Hewitt, Winston, Rakela, Jorge , Vargas, Hugo E , Perez, Rachel M , Miller, Christopher, Srinivasan, Ananth

Mayo Clinic

Liver Transplantation | December 24, 2019 | Volume: 26 | Issue: 5 | Pages: 693-701

10.1002/lt.25710 | PMID 31872966 Get It

Spontaneous portosystemic shunts (SPSSs) have been associated with worse clinical outcomes in the pre–liver transplantation (LT) setting, but little is known about their post‐LT impacts. Our aim was to compare LT candidates with and without SPSSs and assess the impact of SPSSs on patient mortality and graft survival in the post‐LT setting. Patients 18 years or older with abdominal imaging done prior to LT were included. Exclusion criteria were the presence of pre‐LT surgical shunts, LT indications other than cirrhosis, and combined solid organ transplantations. SPSSs were classified as absent, small, or large according to their maximum diameter (8 mm). Multiple variables that could influence the post‐LT course were extracted for analysis. Patient and graft survival were estimated using the Kaplan‐Meier method and were compared between groups using a log‐rank test. The project received institutional review board approval. We extracted data from 326 patients. After comparing patients without SPSS or with small or large SPSSs, no statistical difference was found for overall patient survival: no SPSS (n = 8/63), reference; small SPSS (n = 18/150), hazard ratio (HR), 1.05 (95% confidence interval [CI], 0.45‐2.46); and large SPSS (n = 6/113), HR, 0.60 (95% CI, 0.20‐1.78); P = 0.20. Also, no difference was found for graft survival: no SPSS (n = 11/63), reference; small SPSS (n = 21/150), HR, 0.80 (95% CI, 0.38‐1.70); large SPSS (n = 11/113), HR, 0.59 (95% CI, 0.25‐1.40); P = 0.48. Similarly, no statistical significance was found for these variables when comparing if the graft used was procured from a donation after circulatory death donor versus a donation after brain death donor. In conclusion, the previously described association between SPSSs and worse clinical outcomes in pre‐LT patients seems not to persist once patients undergo LT. This study suggests that no steps to correct SPSS intraoperatively are necessary.
Expanding the Spectrum of Radiation Necrosis After Stereotactic Radiosurgery (SRS) for Intracranial Metastases From Lung Cancer
Sharma, Akanksha , Mountjoy, Luke , Butterfield, Richard , Ross, Helen J. , Daniels, T.B., Paripati, Harshita, Mrugała, Maciej M. , Vora, Sujay A., Patel, Naresh P. , Zimmerman, Richard S. , Ashman, Jonathan B. , Porter, Alyx B. , Patel, Naresh P , Zhang, Nan , Schild, Steven E. , Sio, Terence T.

Mayo Clinic

American Journal of Clinical Oncology | November 25, 2019 | Volume: 43 | Issue: 2 | Pages: 128-132

10.1097/coc.0000000000000642 | PMID 31764021 Get It

Objective:Radiation therapy (RT) is the primary treatment of intracranial metastasis (ICM) from lung cancer (LC). Radiation necrosis (RN) has been reported post-RT with an incidence of 5% to 24%. We reviewed the spectrum of imaging changes in patients treated with RT for ICM from LC in an effort to identify potential risk factors for RN.Methods:We reviewed 63 patients with LC and ICM who received RT (radiosurgery [stereotactic radiosurgery] with/without whole brain radiation therapy) at our institution between 2013 and 2018. Data evaluated included demographics, tumor type, ICM burden and location, chemotherapy, surgery, and RT details as well as treatment choices and outcomes.Results:Of the 63 patients, clinical and radiographic criteria for RN were noted in 24 (38%) as early as 2 months and as late as 5 years posttreatment. Six patients required surgical resection due to refractory symptoms revealing pathology-proven RN and occasionally tumor. Patients were significantly more likely to develop RN if they had surgical resection of an ICM (45.8% vs. 20.5%,P=0.05). No differences were found in location, size, or genetic profile of lesions. In total, 80% of patients received treatment for symptoms and/or radiographic change. This was generally a combination of steroids, bevacizumab, laser interstitial thermal treatment, or surgical resection. Most patients required >1 treatment modality.Conclusions:This review of outcomes of RT for ICM in LC demonstrates a higher rate of RN than previously reported in the literature in those having had a surgical resection plus stereotactic radiosurgery. Our observation of RN as late as 5 years post-RT for ICM necessitates clinician awareness.
EPID-24. DOES THE LOCATION MATTER? CHARACTERIZATION OF THE ANATOMIC LOCATIONS, MOLECULAR PROFILES, AND CLINICAL FEATURES OF GLIOMAS
Mackintosh, Christopher, Butterfield, Richard , Zimmerman, Richard S. , Swanson, Kristin R. , Porter, Alyx B. , Mrugała, Maciej M. , Swanson, Kristin R , Zhang, Nan , Bendok, Bernard R.

Mayo Clinic

Neuro-Oncology | November 11, 2019 | Volume: 21 | Issue: Supplement_6 | Pages: vi79-vi80

10.1093/neuonc/noz175.324 Get It

Abstract INTRODUCTION Locations of gliomas may influence clinical presentations, molecular profiles, treatment options, and prognoses. Using the Mayo Clinic Arizona Cancer Center registry, we analyzed the frequency at which gliomas were identified in different regions of the brain. We evaluated molecular profiles, clinical courses and survival by anatomic location. METHODS Registry was queried to include patients with glioma over a 10-year period. Statistical analyses were used to compare demographic, genetic, and clinical characteristics among patients with gliomas in different locations. RESULTS 182 gliomas were identified. Of the tumors confined to a single lobe, there were 51 frontal (28.0%), 50 temporal (27.5%), 22 parietal (12.1%), and 7 occipital tumors (3.8%) identified. Multifocal disease was noted in 38 patients (20.9%). Tumors affecting temporal lobe were associated with reduced overall survival when compared to all other tumors (11.0 months vs. 13.0 months, log-rank p=0.0068). However, this disparity became insignificant when adjusted for tumor grade, age, and surgical approach [HR(95% CI) 1.26(0.87, 1.82), p=0.212]. Out of 82 cases tested for IDH-1, 10 were mutated (5.5%). IDH-1 mutation was present in 6 frontal, 2 temporal, 1 thalamic, and 1 multifocal tumor. Out of 21 cases tested for 1p19q deletions, 12 were co-deleted, 9 of which were frontal lobe tumors. MGMT methylation was assessed in 45 cases; 7 of 14 frontal tumors and 6 of 13 temporal tumors were methylated. ATRX loss was detected in 2/42 assessed cases. CONCLUSION Our results support the hypothesis that the anatomical locations of gliomas influence patients’ clinical courses. Tumors involving the temporal lobe were associated with poorer survival, though this association appeared to be driven by these patients’ more aggressive tumor profiles and higher risk baseline demographics. Molecular analysis was limited by low prevalence of genetic testing in the study sample, highlighting the importance of capturing this information for all gliomas.
CMET-05. EVALUATING RADIATION NECROSIS IN PATIENTS WITH INTRACRANIAL METASTASES FROM MELANOMA
Edmonds, Victoria S. , Thomson, Holly, Butterfield, Richard , Vora, Sujay A., Daniels, T.B., Ashman, Jonathan B. , Zimmerman, Richard S. , Mrugała, Maciej M. , DeLeon, Thomas, Porter, Alyx B. , Sharma, Akanksha , Zhang, Nan , Sio, Terence T. , Schild, Steven E. , Patel, Naresh P. , Bryce, Alan H.

Mayo Clinic

Neuro-Oncology | November 11, 2019 | Volume: 21 | Issue: Supplement_6 | Pages: vi51-vi52

10.1093/neuonc/noz175.206 Get It

Abstract BACKGROUND Radiation is an integral component of the multidisciplinary treatment of patients with intracranial metastasis (ICM) from melanoma. The risk of radiation necrosis (RN) post-treatment can range from 5–25%. We retrospectively evaluated pre- and post-radiation clinical and radiographical characteristics in patients with ICM from melanoma to identify potential risk factors for RN. METHODS After IRB approval, patients with ICM from melanoma who received radiation at our institution between 2013 and 2018 were retrospectively reviewed. We recorded demographics, intracranial metastasis (burden and location), systemic therapy, resection, stereotactic radiosurgery versus whole brain radiation, and outcomes. Brain MRI was evaluated using the Response Assessment in Neuro-Oncology criteria (RANO). RESULTS A total of 27 patients were included in the study. RN was diagnosed in 14 patients (52%) at one month to three years following radiation. Cerebellar location (n=7) was significantly associated with RN (p=0.0058). Metastasis-associated hemorrhage was present in 7 patients, 6 of which developed RN (43% vs 8%, p=0.08). Surgical resection prior to radiation was performed in 9 patients, 7 of which developed RN (50% vs 15%, p=0.1). RN appeared to be less often diagnosed when ICM were treated with higher doses of radiation (24 Gy vs 20 Gy, p=0.07). Systemic treatment was administered prior to radiation in 25 patients and we found no relationship with systemic therapy type and RN. Presumed RN was treated in 12 of 14 patients (86%). Steroids or surgical resection were the primary treatment modalities, with laser ablation used in 1 case. Following treatment, improvement was noted in 3 patients radiographically and in 1 of these clinically. CONCLUSIONS This series of patients with radiotherapy-treated brain metastases from melanoma reveals cerebellar involvement, hemorrhage, and prior surgical resection as potential risk factors for radiation necrosis. Neoadjuvant systemic treatment did not appear to be a risk factor in our review.
Simultaneous multi-cancer detection and tissue of origin (TOO) localization using targeted bisulfite sequencing of plasma cell-free DNA (cfDNA).
Oxnard, Geoffrey R. , Seiden, Michael V., Venn, Oliver, Jamshidi, Arash , Beausang, John F., Gross, Samuel, Fung, Eric T. , Yecies, Jessica L., Shaknovich, Rita , Fields, Alexander P. , Richards, Donald , Aravanis, Alex, Hartman, Anne‐Renee , Liu, Minetta C. , Klein, Eric A. , Hubbell, Earl , Zhang, Nan , Gross, Samuel, Kurtzman, Kathryn N. , Sekeres, Mikkael A. , Yu, Peter Paul , Aravanis, Alexander M.

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Journal of Global Oncology | October 15, 2019 | Volume: 5 | Issue: suppl | Pages: 44-44

10.1200/jgo.2019.5.suppl.44 Get It

44 Background: A noninvasive cfDNA blood test detecting multiple cancers at earlier stages could decrease cancer mortality. In earlier discovery work, whole-genome bisulfite sequencing outperformed whole-genome and targeted sequencing approaches for multi-cancer detection across stages at high specificity. Here, multi-cancer detection and TOO localization using bisulfite sequencing of plasma cfDNA to identify methylomic signatures was evaluated in preparation for clinical validation, utility, and implementation studies. Methods: 2301 analyzable participants (1422 cancer [ > 20 tumor types, all stages], 879 non-cancer) were included in this prespecified substudy from the Circulating Cell-free Genome Atlas (CCGA) (NCT02889978) study - a prospective, multi-center, observational, case-control study with longitudinal follow-up. Plasma cfDNA was subjected to a targeted methylation sequencing assay using high-efficiency methylation chemistry to enrich for methylation targets, and a machine learning classifier determined cancer status and tissue of origin (TOO). Observed methylation fragments characteristic of cancer and TOO were combined across targeted regions and assigned a relative probability of cancer and of a specific TOO. Results: Performance is reported at 99% specificity (ie, a combined false positive rate across all cancer types of 1%), a level required for population-level screening. Across cancer types, sensitivity ranged from 59 to 86%. Combined cancer detection (sensitivity [95% CI]) was 34% (27-43%) in stage I (n = 151), 77% (70-83%) in stage II (n = 171), 84% (79-89%) in stage III (n = 204), and 92% (88-95%) in stage IV (n = 281). TOO was provided for 94% of all cancers detected; of these, TOO was correct in > 90% of cases. Conclusions: Detection of multiple deadly cancers across stages using methylation signatures in plasma cfDNA was achieved with a single, fixed, low false positive rate, and simultaneously provided accurate TOO localization. This targeted methylation assay is undergoing validation in preparation for prospective clinical investigation as a cancer detection diagnostic. Clinical trial information: NCT02889978.