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2510 citation(s) found for "Yang, Mo".

Shifts in the fecal microbial community composition are associated with dietary fiber solubility
Yang, Fang , White, Bryan A. , Chia, Nicholas , Schook, Lawrence B.

Mayo Clinic

The FASEB Journal | June 16, 2021 | Volume: 27 | Issue: S1 | Pages: No page available

10.1096/fasebj.27.1_supplement.1056.2 Get It

The impact of diet on the microbial composition in the gastrointestinal tract has been well documented. However, quantitation of the role of diet in shaping microbial composition has been difficult due to the presence of factors such as host genetics and environment. We used two genetically identical pigs housed together as a system for isolating diet‐induced changes in the microbiome. We used a withdrawal design across four 14‐d periods with two diets having different solubility of dietary fiber to study the fecal microbial community by 454‐pyrosequencing of the 16S rRNA gene. Shifts in the fecal microbial community composition were assessed with respect to dietary correlations. Similarity analysis revealed that the gut microbiomes from the two different diets clustered separately. Taxa‐based approaches detected significantly different bacteria composition in two different diets. Diversity analysis showed that bacterial diversity was associated with the level of dietary fiber solubility. To conclude, the impact of diet on gut microbiome composition was isolated from host genetics and environment. Diet‐induced changes in gut microbiome composition were observed and found to be reversible within a short time. Our results show that genetically identical pigs can be used as a model system for assessing the influence of diet and other variables on the composition of the gut microbial community. Grant Funding Source : University of Illinois Agricultural Experiment Station, USDA AG 2008–34480‐19328, USDA AG 2008–34480‐19328, USDA/ARS AG 58–5438‐7–317l, USDA/ARS AG 58–5438‐2–307
Impact of Cancer and Cardiovascular Disease on In-Hospital Outcomes of COVID-19 Patients: Results From the American Heart Association COVID-19 Cardiovascular Disease Registry
Tehrani, David M. , Wang, Xiaoyan , Rafique, Asim , Herrmann, Joerg , Neilan, Tomas G. , Desai, Pooja , Parikh, Rushi V. , Hayek, Salim S. , Morgans, Alicia K. , Lopez‐Mattei, Juan , Yang, Eric H.

Mayo Clinic

No container title available | June 11, 2021 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.21203/rs.3.rs-600795/v1 | PMID 34127966 Get It

Abstract Background: While pre-existing cardiovascular disease (CVD) appears to be associated with poor outcomes in patients with Coronavirus Disease 2019 (COVID-19), data on patients with CVD and concomitant cancer is limited. Evaluate the effect of underlying CVD and CVD risk factors with cancer history on in-hospital mortality in those with COVID-19.Methods: Data from symptomatic adults hospitalized with COVID-19 at 86 hospitals in the US enrolled in the American Heart Association’s COVID-19 CVD Registry was analyzed. The primary exposure was cancer history. The primary outcome was in-hospital death. Multivariable logistic regression models were adjusted for demographics, CVD risk factors, and CVD. Interaction between history of cancer with concomitant CVD and CVD risk factors were tested.Results: Among 8222 patients, 892 (10.8%) had a history of cancer and 1501 (18.3%) died. Cancer history had significant interaction with CVD risk factors of age, body mass index (BMI), and smoking history, but not underlying CVD itself. History of cancer was significantly associated with increased in-hospital death (among average age and BMI patients, adjusted odds ratio [aOR]=3.60, 95% confidence interval [CI]: 2.07-6.24; p<0.0001 in those with a smoking history and aOR=1.33, 95%CI: 1.01 - 1.76; p=0.04 in non-smokers). Among the cancer subgroup, prior use of chemotherapy within 2 weeks of admission was associated with in-hospital death (aOR=1.72, 95%CI: 1.05-2.80; p=0.03). Underlying CVD demonstrated a numerical but statistically nonsignificant trend toward increased mortality (aOR=1.18, 95% CI: 0.99 - 1.41; p=0.07).Conclusion: Among hospitalized COVID-19 patients, cancer history was a predictor of in-hospital mortality. Notably, among cancer patients, recent use of chemotherapy, but not underlying CVD itself, was associated with worse survival. These findings have important implications in cancer therapy considerations and vaccine distribution in cancer patients with and without underlying CVD and CVD risk factors.
Comparison of Clinical Features and Outcomes Between Intrahepatic Cholangiocarcinoma and Hepatocellular Carcinoma in the United States
Luu, Michael , Noureddin, Mazen , Nissen, Nicholas N. , Patel, Tushar , Roberts, Lewis R. , Yang, Ju Dong , Patel, Tushar , Yang, Ju Dong , Roberts, Lewis R , Lee, Yi‐Te , Wang, Jasmine Jiemei , Singal, Amit G. , Gores, Gregory J.

Mayo Clinic

Hepatology | June 11, 2021 | Volume: 74 | Issue: 5 | Pages: 2622-2632

10.1002/hep.32007 | PMID 34114675 Get It

Background and Aims Intrahepatic cholangiocarcinoma (iCCA) and hepatocellular carcinoma (HCC) are the most common primary liver cancers (PLCs). Differences in their clinical features and outcomes are open for investigation in a large‐scale study. We aim to investigate the differences in clinical features and outcomes between iCCA and HCC. Approach and Results The Surveillance, Epidemiology, and End Results Program 18 Database (2000‐2017) was used to extract demographic and clinical features of HCC and iCCA patients. Logistic regression analysis was performed to identify factors associated with iCCA diagnosis versus HCC. Cox regression analysis was used to assess factors affecting overall survival (OS). There were 13,611 iCCA and 96,151 HCC patients. Half of iCCA (50.7%) and three quarters of HCC (76.3%) patients were male. Diagnosis in recent year, age (<50 or ≥65), female sex, non‐Hispanic White race, higher income, rural area, and higher tumor burden were independently associated with iCCA diagnosis versus HCC. Patients with iCCA had worse OS than those with HCC (9 vs. 13 months; P < 0.001). However, OS was comparable between iCCA and HCC in multivariable analysis (adjusted hazard ratio [aHR] = 1.02; 95% CI = 0.99‐1.05). In subgroup analyses, iCCA was associated with better OS than HCC in patients with tumor ≥5 cm (aHR = 0.83; 95% CI = 0.80‐0.86), lymph node involvement (aHR = 0.76; 95% CI = 0.72‐0.81), distant metastasis (aHR = 0.76; 95% CI = 0.73‐0.79), poorly/undifferentiated tumors (aHR = 0.88; 95% CI = 0.83‐0.94), and those receiving noncurative treatment (aHR = 0.96; 95% CI = 0.93‐0.98). Conclusions We identified the demographic, socioeconomic, and clinical features associated with iCCA diagnosis over HCC among patients with PLC. Although iCCA patients presented at an advanced stage, OS was similar between iCCA and HCC in multivariable analysis. iCCA was associated with longer OS for subgroups with poor prognostic features.
Degradation of Janus kinases in CRLF2-rearranged acute lymphoblastic leukemia
Chang, Yunchao , Min, Jaeki , Jarusiewicz, Jamie , Actis, Marisa, Bradford, S.Y.C. , Mayasundari, Anand, Chepyala, Divyabharathi, Alcock, Lisa J. , Nithianantham, Stanley , Maxwell, Dylan, Rowland, Lauren , Larsen, Randolph K. , Seth, Aman , Goto, Hiroaki , Hansen, Baranda S. , Pruett‐Miller, Shondra M. , Paietta, Elisabeth , Litzow, Mark R. , Fischer, Marcus , Ranković, Zoran , Yu-Chen Bradford, Shanshan , Alcock, Lisa J , Larsen, Randolph , Akahane, Koshi , Pruett-Miller, Shondra M , Litzow, Mark R. , Fischer, Marcus , Rankovic, Zoran , Mullighan, Charles G , Yang, Lei , Roberts, Kathryn G. , Imamura, Toshihiko , Qu, Chunxu , Yang, Jun J.J. , Mullighan, Charles G.

Mayo Clinic

Blood | June 10, 2021 | Volume: 138 | Issue: 23 | Pages: 2313-2326

10.1182/blood.2020006846 | PMID 34110416 Get It

Abstract CRLF2-rearranged (CRLF2r) acute lymphoblastic leukemia (ALL) accounts for more than half of Philadelphia chromosome-like (Ph-like) ALL and is associated with a poor outcome in children and adults. Overexpression of CRLF2 results in activation of Janus kinase (JAK)-STAT and parallel signaling pathways in experimental models, but existing small molecule inhibitors of JAKs show variable and limited efficacy. Here, we evaluated the efficacy of proteolysis-targeting chimeras (PROTACs) directed against JAKs. Solving the structure of type I JAK inhibitors ruxolitinib and baricitinib bound to the JAK2 tyrosine kinase domain enabled the rational design and optimization of a series of cereblon (CRBN)-directed JAK PROTACs utilizing derivatives of JAK inhibitors, linkers, and CRBN-specific molecular glues. The resulting JAK PROTACs were evaluated for target degradation, and activity was tested in a panel of leukemia/lymphoma cell lines and xenograft models of kinase-driven ALL. Multiple PROTACs were developed that degraded JAKs and potently killed CRLF2r cell lines, the most active of which also degraded the known CRBN neosubstrate GSPT1 and suppressed proliferation of CRLF2r ALL in vivo, e.g. compound 7 (SJ988497). Although dual JAK/GSPT1-degrading PROTACs were the most potent, the development and evaluation of multiple PROTACs in an extended panel of xenografts identified a potent JAK2-degrading, GSPT1-sparing PROTAC that demonstrated efficacy in the majority of kinase-driven xenografts that were otherwise unresponsive to type I JAK inhibitors, e.g. compound 8 (SJ1008030). Together, these data show the potential of JAK-directed protein degradation as a therapeutic approach in JAK-STAT–driven ALL and highlight the interplay of JAK and GSPT1 degradation activity in this context.
Enhancer Hijacking Drives Oncogenic BCL11B Expression in Lineage-Ambiguous Stem Cell Leukemia
Bendig, Sonja , Gu, Zhaohui , Chen, Xiaolong , Ma, Xiaotu , Murison, Alex, Zeng, Andy G.X. , Dickerson, Kirsten , Mead, Paul E., Mehr, Cyrus M., Xu, Beisi , Cheng, Zhongshan , Chang, Ti‐Cheng , Westover, Tamara , Ma, Jing , Stengel, Anna , Kimura, Shunsuke , Valentine, Marcus B., Rashkovan, Marissa , Luger, Selina M. , Litzow, Mark R. , Rowe, Jacob M. , Wang, Victoria , Yin, Jun , Loh, Mignon L. , Crews, Kristine R. , Relling, Mary V. , Evans, William E. , Paietta, Elisabeth , Ferrando, Adolfo A. , Zhang, Jinghui , Kern, Wolfgang , Haferlach, Torsten , Dick, John E. , Klco, Jeffery M. , Gu, Zhaohui , Chen, Xiaolong , Ma, Xiaotu , Abdelhamed, Sherif , Xu, Beisi , Kimura, Shunsuke , Rashkovan, Marissa , den Boer, Monique L , Yin, Jun , Hunger, Stephen P , Pui, Ching-Hon , Yang, Wenjian , Crews, Kristine R , Roberts, Kathryn G , Stock, Wendy , Zhang, Jinghui , Dick, John E , Klco, Jeffery M , Mullighan, Charles G , Loh, Mignon L , Kern, Wolfgang , Montefiori, Lindsey E. , Pölönen, Petri , García‐Prat, Laura , Iacobucci, Ilaria , Hiltenbrand, Ryan , Qu, Chunxu , Kornblau, Steven M. , Hunger, Stephen P. , Yang, Wenjian , Roberts, Kathryn G. , Yang, Jun J.J. , Stock, Wendy , Wu, Gang , Haferlach, Claudia , Mullighan, Charles G.

Mayo Clinic

Cancer Discovery | June 8, 2021 | Volume: 11 | Issue: 11 | Pages: 2846-2867

10.1158/2159-8290.cd-21-0145 | PMID 34103329 Get It

Abstract Lineage-ambiguous leukemias are high-risk malignancies of poorly understood genetic basis. Here, we describe a distinct subgroup of acute leukemia with expression of myeloid, T lymphoid, and stem cell markers driven by aberrant allele-specific deregulation of BCL11B, a master transcription factor responsible for thymic T-lineage commitment and specification. Mechanistically, this deregulation was driven by chromosomal rearrangements that juxtapose BCL11B to superenhancers active in hematopoietic progenitors, or focal amplifications that generate a superenhancer from a noncoding element distal to BCL11B. Chromatin conformation analyses demonstrated long-range interactions of rearranged enhancers with the expressed BCL11B allele and association of BCL11B with activated hematopoietic progenitor cell cis-regulatory elements, suggesting BCL11B is aberrantly co-opted into a gene regulatory network that drives transformation by maintaining a progenitor state. These data support a role for ectopic BCL11B expression in primitive hematopoietic cells mediated by enhancer hijacking as an oncogenic driver of human lineage-ambiguous leukemia. Significance: Lineage-ambiguous leukemias pose significant diagnostic and therapeutic challenges due to a poorly understood molecular and cellular basis. We identify oncogenic deregulation of BCL11B driven by diverse structural alterations, including de novo superenhancer generation, as the driving feature of a subset of lineage-ambiguous leukemias that transcend current diagnostic boundaries. This article is highlighted in the In This Issue feature, p. 2659
MET Amplification Attenuates Lung Tumor Response to Immunotherapy by Inhibiting STING
Yang, Qifan, Zeng, Xiangyu , Wang, Manxiang , Tu, Xinyi , Wei, Ting , Xie, Wenzhuan , Guo, Qiang , Kloeber, Jake A. , Cao, Yueyu, Guo, Guijie , Zhou, Qin , Huang, Jinzhou , Zhang, Kai , Luo, Kuntian, Kim, Wootae , Hou, Jing , Shi, Yu , Zhu, Qian , Hu, Sheng , Yue, Junqiu , Pi, Guoliang , Kloeber, Jake A , Liu, Li , Kim, Wootae , Zhu, Qian , Wei, Ting , Zeng, Xiangyu , Zhang, Yong , Dong, Shuang , Yang, Bin , Zhang, Chao , Zhao, Fei Linda , Liu, Li , Wang, Mingwei , Yin, Ping , Deng, Min , Chen, Lifeng , Lou, Zhenkun , Guo, Guijie

Mayo Clinic

Cancer Discovery | June 7, 2021 | Volume: 11 | Issue: 11 | Pages: 2726-2737

10.1158/2159-8290.cd-20-1500 | PMID 34099454 Get It

Abstract Immune checkpoint blockade (ICB) has revolutionized cancer therapy. However, the response of patients to ICB is difficult to predict. Here, we examined 81 patients with lung cancer under ICB treatment and found that patients with MET amplification were resistant to ICB and had a poor progression-free survival. Tumors with MET amplifications had significantly decreased STING levels and antitumor T-cell infiltration. Furthermore, we performed deep single-cell RNA sequencing on more than 20,000 single immune cells and identified an immunosuppressive signature with increased subsets of XIST- and CD96-positive exhausted natural killer (NK) cells and decreased CD8+ T-cell and NK-cell populations in patients with MET amplification. Mechanistically, we found that oncogenic MET signaling induces phosphorylation of UPF1 and downregulates tumor cell STING expression via modulation of the 3′-UTR length of STING by UPF1. Decreased efficiency of ICB by MET amplification can be overcome by inhibiting MET. Significance: We suggest that the combination of MET inhibitor together with ICB will overcome ICB resistance induced by MET amplification. Our report reveals much-needed information that will benefit the treatment of patients with primary MET amplification or EGFR–tyrosine kinase inhibitor resistant-related MET amplification. This article is highlighted in the In This Issue feature, p. 2659
Transcriptomic Analysis Reveals the MicroRNAs Responsible for Liver Regeneration Associated With Mortality in Alcohol‐Associated Hepatitis
Zhang, Ting , Kusumanchi, Praveen , Tang, Qing , Sun, Zhaoli , Radaeva, Svetlana , Peiffer, Brandon , Shah, Vijay H. , Kamath, Patrick S. , Gores, G. J., Chalasani, Naga , Jiang, Yanchao, Ma, Jing , Liangpunsakul, Suthat , Shah, Vijay H , Kamath, Patrick, Gores, Greg J, Chalasani, Naga , Peiffer, Brandon , Yang, Zhihong , Sanyal, Arun J. , Huda, Nazmul

Mayo Clinic

Hepatology | June 7, 2021 | Volume: 74 | Issue: 5 | Pages: 2436-2451

10.1002/hep.31994 | PMID 34096637 Get It

Background and Aims We conducted a comprehensive serum transcriptomic analysis to explore the roles of microRNAs (miRNAs) in alcohol‐associated hepatitis (AH) pathogenesis and their prognostic significance. Approach and Results Serum miRNA profiling was performed in 15 controls, 20 heavy drinkers without liver disease, and 65 patients with AH and compared to publicly available hepatic miRNA profiling in AH patients. Among the top 26 miRNAs, expression of miR‐30b‐5p, miR‐20a‐5p, miR‐146a‐5p, and miR‐26b‐5p were significantly reduced in both serum and liver of AH patients. Pathway analysis of the potential targets of these miRNAs uncovered the genes related to DNA synthesis and cell‐cycle progression pathways, including ribonucleotide reductase regulatory subunit M2 (RRM2), cyclin D1 (CCND1), cyclin D2 (CCND2), MYC proto‐oncogene (MYC), and phorbol‐12‐myristate‐13‐acetate‐induced protein 1 (PMAIP1). We found a significant increase in the protein expression of RRM2, CCND1, and CCND2, but not MYC and PMAIP1, in AH patients who underwent liver transplantation; miR‐26b‐5p and miR‐30b‐5p inhibited the 3′‐UTR (untranslated region) luciferase activity of RRM2 and CCND2, and miR‐20a‐5p reduced the 3′‐UTR luciferase activity of CCND1 and CCND2. During a median follow‐up of 346 days, 21% of AH patients died; these patients had higher body mass index (BMI), Model for End‐Stage Liver Disease (MELD), and serum miR‐30b‐5p, miR‐20a‐5p, miR‐146a‐5p, and miR‐26b‐5p than those who survived. Cox regression analysis showed that BMI, MELD score, miR‐20a‐5p, miR‐146a‐5p, and miR‐26b‐5p predicted mortality. Conclusions Patients with AH attempt to deal with hepatocyte injury by down‐regulating specific miRNAs and up‐regulating genes responsible for DNA synthesis and cell‐cycle progression. Higher expression of these miRNAs, suggestive of a diminished capacity in liver regeneration, predicts short‐term mortality in AH patients.
Quantitative Shear Wave Speed Assessment for Muscles With the Diagnosis of Taut Bands and/or Myofascial Trigger Points Using Probe Oscillation Shear Wave Elastography: A Pilot Study
Lok, U‐Wai , Zhou, Chenyun , Tang, Shanshan , Madson, Timothy J., Gay, Ralph E. , Chen, Shigao , Yang, Lulu, Ling, Wenwu, Gong, Ping , Lok, U-Wai , Huang, Chengwu , Yang, Lulu , Ling, Wenwu , Gong, Ping , Jensen, Mark A.

Mayo Clinic

Journal of Ultrasound in Medicine | June 4, 2021 | Volume: 41 | Issue: 4 | Pages: 845-854

10.1002/jum.15764 | PMID 34085301 Get It

ObjectiveTo use probe oscillation shear wave elastography (PROSE) with two vibration sources to generate two shear waves in the imaging plane to quantitatively assess the shear wave speeds (SWSs) of muscles with and without the diagnosis of taut bands (TB) and/or myofascial trigger points (MTrPs).MethodsThirty‐three patients were scanned with the PROSE technique. Shear waves were generated through continuous vibration of the ultrasound probe, while the shear wave motions were detected using the same probe. SWSs for the sides with and without TBs and/or MTrPs were computed and compared. The pressure pain thresholds (PPTs) were measured as an indicator of maximum pain tolerance of patients. The statistical differences between the SWSs with and without TBs and/or MTrPs with different PPT values were analyzed using the nonparametric Wilcoxon rank‐sum test.ResultsThe mean SWSs for the sides with TBs and/or MTrPs are faster than that of the contralateral side without TBs and/or MTrPs. A significant difference was observed between mean SWSs with and without TBs and/or MTrPs without any information of PPT, with rank‐sum test P < .005. Additionally, with the information of PPT, a significant difference was observed between mean SWSs for the sides with and without TBs and/or MTrPs, for PPT values between 0 and 50 N/cm2 (P < .005), but for PPT values between 50 and 90 N/cm2, it was difficult to differentiate mean SWSs with and without TBs and/or MTrPs.ConclusionOur preliminary results show that SWSs measured from patients had a significant difference between the mean SWSs with and without TBs and/or MTrPs.
Failure modes and effects analysis of mechanical thrombectomy for stroke discovered in human brains
Liu, Yang, Gebrezgiabhier, Daniel, Reddy, Adithya S., Davis, Evan, Zheng, Yihao, Larco, Jorge L. Arturo, Shih, Albert J., Pandey, Aditya S., Savastano, Luis E., Gebrezgiabhier, Daniel , Larco, Jorge Arturo , Arturo Larco, Jorge L , Liu, Yang, Reddy, Adithya S., Davis, Evan, Zheng, Yihao, Shih, Albert J., Pandey, Aditya S., Savastano, Luis E.

Mayo Clinic

Journal of Neurosurgery | June 4, 2021 | Volume: 136 | Issue: 1 | Pages: 197-204

10.3171/2020.11.jns203684 | PMID 34087793 Get It

OBJECTIVE Despite advancement of thrombectomy technologies for large-vessel occlusion (LVO) stroke and increased user experience, complete recanalization rates linger around 50%, and one-third of patients who have undergone successful recanalization still experience poor neurological outcomes. To enhance the understanding of the biomechanics and failure modes, the authors conducted an experimental analysis of the interaction of emboli/artery/devices in the first human brain test platform for LVO stroke described to date. METHODS In 12 fresh human brains, 105 LVOs were recreated by embolizing engineered emboli analogs and recanalization was attempted using aspiration catheters and/or stent retrievers. The complex mechanical interaction between diverse emboli (elastic, stiff, and fragment prone), arteries (anterior and posterior circulation), and thrombectomy devices were observed, analyzed, and categorized. The authors systematically evaluated the recanalization process through failure modes and effects analysis, and they identified where and how thrombectomy devices fail and the impact of device failure. RESULTS The first-pass effect (34%), successful (71%), and complete (60%) recanalization rates in this model were consistent with those in the literature. Failure mode analysis of 184 passes with thrombectomy devices revealed the following. 1) Devices loaded the emboli with tensile forces leading to elongation and intravascular fragmentation. 2) In the presence of anterograde flow, small fragments embolize to the microcirculation and large fragments result in recurrent vessel occlusion. 3) Multiple passes are required due to recurrent (15%) and residual (73%) occlusions, or both (12%). 4) Residual emboli remained in small branching and perforating arteries in cases of alleged complete recanalization (28%). 5) Vacuum caused arterial collapse at physiological pressures (27%). 6) Device withdrawal caused arterial traction (41%), and severe traction provoked avulsion of perforating and small branching arteries. CONCLUSIONS Biomechanically superior thrombectomy technologies should prevent unrestrained tensional load on emboli, minimize intraluminal embolus fragmentation and release, improve device/embolus integration, recanalize small branching and perforating arteries, prevent arterial collapse, and minimize traction.
A Novel Nodule Edge Sharpness Radiomic Biomarker Improves Performance of Lung-RADS for Distinguishing Adenocarcinomas from Granulomas on Non-Contrast CT Scans
Alilou, Mehdi , Prasanna, Prateek , Gupta, Amit , Rajiah, Prabhakar , Jacono, Frank J., Velcheti, Vamsidhar , Gilkeson, Robert , Linden, Philip A. , Madabhushi, Anant , Madabhushi, Anant , Rajiah, Prabhakar , Bera, Kaustav , Yang, Michael

Mayo Clinic

Cancers | June 3, 2021 | Volume: 13 | Issue: 11 | Pages: 2781

10.3390/cancers13112781 | PMID 34205005 Get It

The aim of this study is to evaluate whether NIS radiomics can distinguish lung adenocarcinomas from granulomas on non-contrast CT scans, and also to improve the performance of Lung-RADS by reclassifying benign nodules that were initially assessed as suspicious. The screening or standard diagnostic non-contrast CT scans of 362 patients was divided into training (St, N = 145), validation (Sv, N = 145), and independent validation (Siv, N = 62) sets from different institutions. Nodules were identified and manually segmented on CT images by a radiologist. A series of 264 features relating to the edge sharpness transition from the inside to the outside of the nodule were extracted. The top 10 features were used to train a linear discriminant analysis (LDA) machine learning classifier on St. In conjunction with the LDA classifier, NIS radiomics classified nodules with an AUC of 0.82 ± 0.04, 0.77, and 0.71 respectively on St, Sv, and Siv. We evaluated the ability of the NIS classifier to determine the proportion of the patients in Sv that were identified initially as suspicious by Lung-RADS but were reclassified as benign by applying the NIS scores. The NIS classifier was able to correctly reclassify 46% of those lesions that were actually benign but deemed suspicious by Lung-RADS alone on Sv.