Advanced CMOS manufacturing of superconducting qubits on 300 mm wafers.

The development of superconducting qubit technology has shown great potential for the construction of practical quantum computers1,2. As the complexity of quantum processors continues to grow, the need for stringent fabrication tolerances becomes increasingly critical3. Utilizing advanced industrial fabrication processes could facilitate the necessary level of fabrication control to support the continued scaling of quantum processors. However, at present, these industrial processes are not optimized to produce high-coherence devices, nor are they a priori compatible with the approaches commonly used to make superconducting qubits. Here we demonstrate superconducting transmon qubits manufactured in a 300 mm complementary metal-oxide-semiconductor (CMOS) pilot line using industrial fabrication methods, with resulting relaxation and coherence times exceeding 100 µs. We show across-wafer, large-scale statistics of coherence, yield, variability and ageing that confirm the validity of our approach. The presented industry-scale fabrication process, which uses only optical lithography and reactive-ion etching, has a performance and yield in line with conventional laboratory-style techniques utilizing metal lift-off, angled evaporation and electron-beam writing4. Moreover, it offers the potential for further upscaling through three-dimensional integration5 and more process optimization. This result marks the advent of an alternative and new, large-scale, truly CMOS-compatible fabrication method for superconducting quantum computing processors.

Full endoscopic surgery for calcium pyrophosphate deposition disease (CPPD) in the cervical ligamentum flavum: report of two cervical myelopathy cases.

Calcium pyrophosphate deposition disease (CPPD), known as pseudogout, is characterized by the accumulation of calcium pyrophosphate crystals in musculoskeletal structures, primarily joints. While CPPD commonly affects various joints, involvement in the cervical spine leading to myelopathy is rare. Surgical intervention becomes necessary when conservative measures fail, but reports on full endoscopic surgeries are extremely rare. We present two successful cases where full endoscopic systems were used for CPPD removal in the cervical spine. The surgical technique involved a full endoscopic approach, adapting the previously reported technique for unilateral laminotomy bilateral decompression. Full-endoscopic removal of cervical CPPD inducing myelopathy were successfully removed with good clinical and radiologic outcomes. The scarcity of endoscopic cases for cervical ligamentum flavum CPPD is attributed to the condition's rarity. However, our successful cases advocate for endoscopic surgery as a potential primary treatment option for CPPD-induced cervical myelopathy, especially in elderly patients or those with previous cervical operation histories. This experience encourages the consideration of endoscopic surgery for managing cervical ligamentum flavum CPPD as a viable alternative.

[Short-term efficacy of posterior ankle arthroscopy and tendoscope on ankle-derived flexor hallucis longus ganglion].

Objective: To investigate the short-term clinical efficacy of posterior ankle arthroscopy combined with tendoscope on ankle-origin flexor hallucis longus tendon ganglion. Methods: A follow-up study. Clinical data of 10 patients with hallux ganglion underwent posterior ankle arthroscopy combined with flexor hallucis longus tendoscope in the Tianjin First Central Hospital from January to June 2021 were analyzed retrospectively. There were 5 males and 5 females with a mean age of 42.7 (22-54) years. Disease distribution: 6 patients were on the right side and 4 cases were on the left side. The mean preoperative course of disease was 19.4 months (2-48 months). The patients were followed-up for a mean time of 12.4 months (8-20 months). The relationship between the origin of hallux ganglion and ankle joint was confirmed by ankle MRI and arthrography of ankle joint before the operation. During the operation, the joint capsule was explored, cleared and opened under the posterior ankle arthroscopy firstly, and then part of the tendon sheath of the forefoot was cleared and cut under the flexor hallucis longus tendoscope. American Orthopedic Foot and Ankle Society (AOFAS) forefoot rating scale and visual analogue scale (VAS) of pain were used to evaluate the clinical outcome before and after operation. Postoperative recurrence, perioperative and long-term complications were recorded spontaneously. Results: The cystic fluid signal of all patients could be traced from flexor hallucis longus tendon to the back of ankle joint by MRI before the operation. Intraoperative radiography showed that contrast media flowed from the back of ankle joint to the end of the hallux. The AOFAS score [M(Q1, Q3)] of the patients increased from 70.5(69.0, 87.8) before the operation to 100.0(85.8, 100.0) at the follow-up (P=0.002), and at the mean time, the VAS score decreased from 5.0(3.5, 6.0)to 0.5(0.0, 1.3) (P<0.001). No complications such as infection and recurrence occurred in all patients until the last follow-up. Conclusion: Posterior ankle arthroscopy combined with minimally invasive technique of tendoscope can treat ankle-origin flexor hallucis longus tendon ganglion effectively.

Predicting Health Risks of Adult Asthmatics Susceptible to Indoor Air Quality Using Improved Logistic and Quantile Regression Models.

The increasing global patterns for asthma disease and its associated fiscal burden to healthcare systems demand a change to healthcare processes and the way asthma risks are managed. Patient-centered health care systems equipped with advanced sensing technologies can empower patients to participate actively in their health risk control, which results in improving health outcomes. Despite having data analytics gradually emerging in health care, the path to well established and successful data driven health care services exhibit some limitations. Low accuracy of existing predictive models causes misclassification and needs improvement. In addition, lack of guidance and explanation of the reasons of a prediction leads to unsuccessful interventions. This paper proposes a modeling framework for an asthma risk management system in which the contributions are three fold: First, the framework uses a deep learning technique to improve the performance of logistic regression classification models. Second, it implements a variable sliding window method considering spatio-temporal properties of the data, which improves the quality of quantile regression models. Lastly, it provides a guidance on how to use the outcomes of the two predictive models in practice. To promote the application of predictive modeling, we present a use case that illustrates the life cycle of the proposed framework. The performance of our proposed framework was extensively evaluated using real datasets in which results showed improvement in the model classification accuracy, approximately 11.5-18.4% in the improved logistic regression classification model and confirmed low relative errors ranging from 0.018 to 0.160 in quantile regression model.

[Clinical characteristics and outcome of 69 patients with thrombotic thrombocytopenic purpura].

To analyze the clinical characteristics, diagnosis, treatment and outcome of patients with thrombotic thrombocytopenic purpura (TTP). The clinical data of 69 adult patients with TTP were retrospectively analyzed. There were 19 males and 50 females with a median age of 42 (18-79) years. PLASMIC score 6-7 was recognized in 82.8% (53/64) patients. The activity of von Willebrand factor-cleaving protease (ADAMTS13), which was detected in 21 patients before treatment, was less than 5% in 17 patients and 5%-10% in 3 patients. All 69 patients were treated with plasma exchange (PEX) and/or fresh frozen plasma infusion (PI), 43 of whom were also given glucocorticoid. In addition to PEX/PI and glucocorticoid, rituximab and/or immunosuppressants were administrated in 20 patients. The median follow-up time was 12 (1-57) months. The remission rate was 69.6%, while the relapse rate was 11.6%. The 2-year overall survival (OS) rate was 69.6%±5.5%. The univariate and multivariate analysis showed that relapsed/refractory disease was an independent risk factor for OS. The 2-year OS rate of relapsed/refractory patients was significantly lower than that of the rest patients (41.5%±9.8% vs. 83.7%±5.6%, P<0.001). Regarding the unfavorable prognosis in relapsed/refractory patients, rituximab and/or immunosuppressants are strongly recommended for sake of improving the overall survival.

Musculoskeletal tissue engineering: Adipose derived stromal cell implementation for the treatment of osteoarthritis.

Osteoarthritis (OA) is a progressive degenerative joint disease which results in chronic degeneration of articular cartilage and sclerosis of bone. While tendons and ligaments may heal to a limited extent, articular cartilage has poor intrinsic regenerative potential, and critical-sized bone defects and pathological fractures cannot regenerate spontaneously. OA represents a significant burden of disease globally, affecting 240 million people in the world. The objective of tissue engineering is to recapitulate the natural healing cascade and developmental process by transplanting stromal and progenitor cells which can act directly or indirectly. As the ultimate goal of regenerative medicine is to avoid in vitro expansion of cells and its associated complications, the adipose-derived stromal cell (ASC) is an attractive progenitor cell for tissue engineering for treatment of OA. While clinical studies are still in their infancy, ASCs together with novel scaffold materials represent promising treatment options for patients suffering from OA. How ASCs exert their regenerative potential is a topic of debate, whereby it may be a result of direct differentiation of ASCs into the desired regenerating tissue, and/or through paracrine activity. With the advancement of material science, it is increasingly possible to enhance engraftment of ASCs through the use of biomaterials or to direct progenitor cell fate by activating biophysical signals through designed material microstructures. There are currently over 180 completed or ongoing registered early stage clinical trials involving ASCs, with 17 completed studies reviewed herein detailing the use of ASCs in OA. In order for ASC therapy to become an "off-the-shelf" option for treating OA, several strategies are currently being explored such as ASC cryopreservation and use of allogeneic ASCs. Newer approaches, such as exosome therapy, allow for the use of acellular ASC-derived therapies and are also currently the focus of ongoing investigations.

Observation of perfect diamagnetism and interfacial effect on the electronic structures in infinite layer Nd0.8Sr0.2NiO2 superconductors.

Nickel-based complex oxides have served as a playground for decades in the quest for a copper-oxide analog of the high-temperature superconductivity. They may provide clues towards understanding the mechanism and an alternative route for high-temperature superconductors. The recent discovery of superconductivity in the infinite-layer nickelate thin films has fulfilled this pursuit. However, material synthesis remains challenging, direct demonstration of perfect diamagnetism is still missing, and understanding of the role of the interface and bulk to the superconducting properties is still lacking. Here, we show high-quality Nd0.8Sr0.2NiO2 thin films with different thicknesses and demonstrate the interface and strain effects on the electrical, magnetic and optical properties. Perfect diamagnetism is achieved, confirming the occurrence of superconductivity in the films. Unlike the thick films in which the normal-state Hall-coefficient changes signs as the temperature decreases, the Hall-coefficient of films thinner than 5.5 nm remains negative, suggesting a thickness-driven band structure modification. Moreover, X-ray absorption spectroscopy reveals the Ni-O hybridization nature in doped infinite-layer nickelates, and the hybridization is enhanced as the thickness decreases. Consistent with band structure calculations on the nickelate/SrTiO3 heterostructure, the interface and strain effect induce a dominating electron-like band in the ultrathin film, thus causing the sign-change of the Hall-coefficient.

Differentiating infected focal liver lesions from malignant mimickers: value of ultrasound-based radiomics.

AIM: To establish an ultrasound-based radiomics model through machine learning methods and then to assess the ability of the model to differentiate infected focal liver lesions from malignant mimickers. MATERIALS AND METHODS: A total of 104 patients with infected focal liver lesions and 485 patients with malignant hepatic tumours were included, consisting of hepatocellular carcinoma (HCC), cholangiocarcinoma (CC), combined hepatocellular-cholangiocarcinoma (cHCC-CC), and liver metastasis. Radiomics features were extracted from grey-scale ultrasound images. Feature selection and predictive modelling were carried out by dimensionality reduction methods and classifiers. The diagnostic effect of the prediction mode was assessed by receiver operating characteristic (ROC) curve analysis. RESULTS: In total, 5,234 radiomics features were extracted from grey-scale ultrasound image of every focal liver lesion. The ultrasound-based radiomics model had a favourable predictive value for differentiating infected focal liver lesions from malignant hepatic tumours, with an area under the curve (AUC) of 0.887 and 0.836 (HCC group), 0.896 and 0.766 (CC group), 0.944 and 0.754 (cHCC-CC group), 0.918 and 0.808 (liver metastasis group), and 0.949 and 0.745 (malignant hepatic tumour group) for the training set and validation set, respectively. CONCLUSIONS: Ultrasound-based radiomics is helpful in differentiating infected focal liver lesions from malignant mimickers and has the potential for use as a supplement to conventional grey-scale ultrasound and contrast-enhanced ultrasound (CEUS).

[The association between apparent temperature and hand, foot, and mouth disease and its spatial heterogeneity in Guangdong, Anhui and Jilin provinces].

Objective: To study the association between apparent temperature (AT) and the incidence of hand,foot, and mouth disease (HFMD) and its spatial heterogeneity in 46 cities in Guangdong, Anhui and Jilin provinces, and provide scientific evidence for the early warning of HFMD. Methods: The data of HFMD incidence and meteorological factors from 2009 to 2018 in Guangdong province, 2009 to 2015 in Anhui province, and 2013 to 2018 in Jilin province were collected. Distributed lag non-linear models were constructed to investigate the association between AT and the incidence of HFMD in 46 cities from three provinces in China. Meta-analysis was used to pool the city-specific estimates, and Meta-regression was applied to analyze the factors that may cause spatial heterogeneity. Results: The relationship between daily AT and the incidence of HFMD in 46 cities appeared nonlinear. The association in Guangdong was similar to that in Jilin, and the risk of HFMD increased with the increase of AT. While the risk of HFMD in Anhui first increased with the increase of AT, and peaked at 18.1 ℃ and then went down. AT on different levels showed different lag impacts and the higher AT showed greater and longer lag impact. The spatial heterogeneity of associations may have been caused by latitude, longitude, average temperature, and average sunshine hours. Conclusions: AT is a comprehensive index to evaluate the association between temperature, relative humidity and wind speed and the incidence of HFMD. Higher AT may increase the risk of HFMD. The AT and HFMD relationship across spatial heterogeneity varies depending on geographic location and meteorological conditions.

[Surgical treatment of anterolateral malleolar pain combined with subfibular ossicles by ankle arthroscopy].

To evaluates the clinical outcome of the ankle arthroscopic resection of subfibula ossicles combined with modified Broström technique for pain on the external malleolus caused by subfibular ossicles in 15 patients from April 2014 to January 2019 treated in the Tianjin First Central Hospital. The patients included 6 males and 9 females, aged from 24 to 56 years, and the symptoms lasted for a mean of 7.8 months(1.0-27.0 months) before the operation. With a 12-month follow-up, the visual analog scale (VAS) pain score, American Orthopedic Foot and Ankle Society (AOFAS) score and Karlsson-Peterson (KP) score were used to assess the clinical outcome. The VAS pain score reduced from 5.5±1.3 to 1.6±1.1, the AOFAS score increased from 68.0±9.0 to 86.5±7.1, and the KP score improved from 65.2±14.0 to 86.9±8.1 after the operation, respectively; and all the three assessment scores improved significantly (all P<0.05). No cases presented postoperative complications such as non-union of the incision, skin necrosis, and infection, etc. This method is an ideal cure for pain on the external malleolus caused by subfibular ossicles, which has the advantages of less trauma and quick recovery.

[Prognostic significance of different IDH mutations and accompanying gene mutations in patients with acute myeloid leukemia].

Objective: To investigate the prognostic significance of different IDH mutations and accompanying gene mutations in patients with non-M(3) acute myeloid leukemia (AML) . Methods: Second-generation sequencing was performed to detect the mutations of 22 genes in 389 patients with AML in the First Affiliated Hospital of Zhengzhou University from June 2016 to December 2018, and Kaplan-Meier and Cox regression models were used to analyze the prognostic factors. Results: The mutation frequency of IDH1 and IDH2 was 6.2% and 8.7% , respectively, in all patients without co-mutation. The IDH2 mutant group had an older age, higher proportion of bone marrow primitive cells, more common normal karyotype, and more common RUNX1 and SRSF2 mutations compared with IDH2 wild-type group. Univariate analysis of variance showed that the median OS and PFS of IDH1 mutation group were significantly shorter than those of the wild-type group (P<0.05) . IDH2 mutation as a single variable and IDH2R140 mutation had no significant effect on the prognosis, while different mutation sites had different effects. Compared with the IDH2 wild-type group, the IDH2R172 mutation group had lower complete remission (CR) rate and shorter median OS and PFS (P<0.05) . In patients with normal karyotypes or aged ≥50 years, IDH2 mutation as a single variable had no significant effect on the prognosis, IDH1 mutation and IDH2R172 mutation were associated with poor OS and PFS (P<0.05) , and IDH2R140 mutation had no significant effect on OS and PFS. Approximately 74.1% (43/58) of patients with IDH mutation simultaneously carried other gene mutations; however, the number of accompanying gene mutations had no significant effect on the prognosis. Among 58 patients with IDH mutation, the CR rate of patients with NPM1 mutation was significantly higher than that of patients in the NPM1 wild-type group (81.8% vs 36.4% , P=0.014) , the median OS in patients with DNMT3A mutation was lower than that of patients with DNMT3A wild type [4.0 months (95% CI 3.8-4.2) vs 6.3 months (95% CI 2.4-10.2) , P=0.041) ]. Multivariate analysis showed that age ≥60 years and white blood cell count ≥100×10(9)/L were independent risk factors for OS and PFS, while CR after two courses of treatment and hematopoietic stem cell transplantation were independent prognostic favorable factors for OS and PFS. Conclusion: In patients with AML (non-M(3)) , IDH gene mutations often coexisted with other gene mutations, and different subtypes and accompanying gene mutations of IDH have different prognostic significance.

Performance improvement of machine learning techniques predicting the association of exacerbation of peak expiratory flow ratio with short term exposure level to indoor air quality using adult asthmatics clustered data.

Large-scale data sources, remote sensing technologies, and superior computing power have tremendously benefitted to environmental health study. Recently, various machine-learning algorithms were introduced to provide mechanistic insights about the heterogeneity of clustered data pertaining to the symptoms of each asthma patient and potential environmental risk factors. However, there is limited information on the performance of these machine learning tools. In this study, we compared the performance of ten machine-learning techniques. Using an advanced method of imbalanced sampling (IS), we improved the performance of nine conventional machine learning techniques predicting the association between exposure level to indoor air quality and change in patients' peak expiratory flow rate (PEFR). We then proposed a deep learning method of transfer learning (TL) for further improvement in prediction accuracy. Our selected final prediction techniques (TL1_IS or TL2-IS) achieved a balanced accuracy median (interquartile range) of 66(56~76) % for TL1_IS and 68(63~78) % for TL2_IS. Precision levels for TL1_IS and TL2_IS were 68(62~72) % and 66(62~69) % while sensitivity levels were 58(50~67) % and 59(51~80) % from 25 patients which were approximately 1.08 (accuracy, precision) to 1.28 (sensitivity) times increased in terms of performance outcomes, compared to NN_IS. Our results indicate that the transfer machine learning technique with imbalanced sampling is a powerful tool to predict the change in PEFR due to exposure to indoor air including the concentration of particulate matter of 2.5 µm and carbon dioxide. This modeling technique is even applicable with small-sized or imbalanced dataset, which represents a personalized, real-world setting.

Current practice and potential strategy in diagnosing COVID-19.

OBJECTIVE: To summarize the current practice and potential strategy in diagnosing coronavirus disease 2019 (COVID-19). MATERIALS AND METHODS: PubMed, Web of Science were systematically searched using terms including "COVID-19", "SARS-CoV-2" and "2019-nCoV". After removing duplicates, we then identified articles, letters and commentaries regarding diagnosing COVID-19. RESULTS: Here we summarized relatively mature diagnostic methods like nuclear acid test and computed tomography. Besides, new aspects regarding these detection methods like suitable specimens for nuclear acid test, possible use of 18F-FDG PET/CT were also reported. Especially, we also presented several novel techniques for diagnosing COVID-19 like lung ultrasound. CONCLUSIONS: Chinese Clinical Guidance for COVID-19 Pneumonia Diagnosis and Treatment (7th edition) by National Health Commission is recommended to follow as it provides detailed diagnostic procedures using currently available tools. We suggest clinicians further explore the saliva's utility as a specimen for nuclear acid test and the use of lung ultrasound.

[Clinical features and prognostic factors in adult acute myeloid leukemia patients with FLT3-ITD and CEBPA gene co-mutation].

Objective: To investigate the clinical characteristics and prognosis in adult acute myeloid leukemia (AML) patients with FLT3-ITD and CEBPA double-mutated (CEBPAdm) co-mutation. Methods: Clinical data and prognostic factors were retrospectively analyzed in adult AML patients with FLT3-ITD and CEBPAdm co-mutation at The First Affiliated Hospital of Zhengzhou University from January 2016 to September 2018. Results: Among 599 non-acute promyelocytic leukemia (APL) patients, 268 received gene mutation detection, who were divided into 4 groups including 19 FLT3-ITD positive (FLT3-ITD(+)) and CEBPAdm positive (CEBPAdm(+)) cases (group A) , 84 FLT3-ITD(+) and CEBPAdm(-) cases (group B) , 95 FLT3-ITD(-) and CEBPAdm(+) cases (group C) , 70 double negative mutation cases (group D) . Gender, platelet count, FAB classification, induction treatment regimen and fusion gene mutation were comparable among four groups (P>0.05) , while age onset, peripheral white blood cell (WBC) count, hemoglobin, percentage of blasts in peripheral blood, percentage of blasts in bone marrow, complete remission rate (CR(1) rate) after the first induction chemotherapy, the relapse rate, the median progression-free survival (PFS) time, and median overall survival (OS) time were significantly different between groups (P<0.05) . When compared in pairs, gender, age onset, hemoglobin, platelet count, FAB classification in group A were not statistically different compared to group B, C and D (P>0.05) , while patients in group A had higher WBC count, blasts in peripheral blood, minimal residual disease (MRD) in bone marrow. The CR(1) rates of group A, B, C, and D were 50.0%、32.4%、59.8%、39.0% respectively (P=0.003) , and the relapse rates were 55.6%, 50.0%, 21.1%, 40.0% (P<0.001) . As to survival, the median OS in each group was 6.25, 3.0, 15.5, 10.5 months respectively (P<0.001) , and the median PFS was 5.0, 4.0, 10.0, 6.7 months (P=0.032) . Conclusion: Adult AML patients with FLT3-ITD and CEBPAdm co-mutation have a higher leukemia load and low CR(1) rate, which translates into poor prognosis with high relapse rate and short survival time.

[Comparison of two epidemic patterns of COVID-19 and evaluation of prevention and control effectiveness: an analysis based on Guangzhou and Wenzhou].

Objective: To compare the epidemiological characteristics of COVID-19 in Guangzhou and Wenzhou, and evaluate the effectiveness of their prevention and control measures. Methods: Data of COVID-19 cases reported in Guangzhou and Wenzhou as of February 29, 2020 were collected. The incidence curves of COVID-19 in two cities were constructed. The real time reproduction number (R(t)) of COVID-19 in two cities was calculated respectively. Results: A total of 346 and 465 confirmed COVID-19 cases were analysed in Guangzhou and Wenzhou, respectively. In two cities, most cases were aged 30-59 years (Guangzhou: 54.9%; Wenzhou: 70.3%). The incidence curve peaked on 27 January, 2020 in Guangzhou and on 26 January, 2020 in Wenzhou, then began to decline in both cities. The peaks of imported COVID-19 cases from Hubei occurred earlier than the peak of COVID-19 incidences in two cities, and the peak of imported cases from Hubei occurred earlier in Wenzhou than in Guangzhou. In early epidemic phase, imported cases were predominant in both cities, then the number of local cases increased and gradually took the dominance in Wenzhou. In Guangzhou, the imported cases was still predominant. Despite the different epidemic pattern, the R(t) and the number of COVID-19 cases declined after strict prevention and control measures were taken in Guangzhou and in Wenzhou. Conclusion: The time and scale specific differences of imported COVID-19 resulted in different epidemic patterns in two cities, but the spread of the disease were effectively controlled after taking strict prevention and control measures.

[Efficacy and safety of oral pyrotinib in HER2 positive metastatic breast cancer: real-world practice].

OBJECTIVE: Pyrotinib, a novel irreversible pan-ErbB receptor tyrosine kinase inhibitor, showed promising antitumor activity and acceptable tolerability in phase II and phase III randomized clinical trials. We assessed the activity and safety of oral pyrotinib for human epidermal growth factor receptor 2 (HER2) positive metastatic breast cancer patients in the real world. METHODS: We retrospectively analyzed 72 HER2 positive metastatic breast cancer (MBC) patients who received oral pyrotinib based regimens at Beijing Cancer Hospital and other four hospitals (Peking University First Hospital, China-Japan Friendship Hospital, General Hospital of PLA, Peking University Third Hospital) from August 2018 to September 2019. Progression free survival (PFS), objective response rate (ORR), adverse events (AE) of pyrotinib were investigated. RESULTS: Seventy-two patients with HER2 positive MBC were enrolled. The median age of the patients was 55 years (range: 32-79 years). Sixty-nine (95.8%) patients had received anti-HER2 treatment in the metastatic and/or (neo) adjuvant settings; 61 (84.7%) patients had received anti-HER2 treatments in the metastatic setting in terms of trastuzumab 56 (77.8%) patients, lapatinib 36 (50.0%) patients, and T-DM1 4 (5.6%) patients. Among these 72 patients who received oral pyrotinib based regimens, 62 (86.1%) patients received pyrotinib (±trastuzumab) in combination with chemotherapy, 6 (8.3%) patients received pyrotinib (± trastuzumab) in combination with endocrine therapy and 4 (5.6%) patients received pyrotinib (±trastuzumab). Sixty-five (90.3%) patients received 400 mg pyrotinib once daily as initial dose, and 7 (9.7%) patients received 320 mg. OBJECTIVE response and safety to pyrotinib based therapy were evaluable in all the 72 patients. One (1.4%) patient achieved complete response (CR), 18 (25.0%) patients achieved partial response (PR), 41 (56.9%) patients had stable disease (SD), and 12 (16.7%) patients had progressive disease (PD). The ORR (CR+PR) was 26.4% and the median PFS was 7.6 months (95%CI: 5.5-9.7 months). Among the 36 patients with prior lapatinib therapy, the median PFS was 7.9 months (95%CI: 4.1-11.7 months). Among the 15 patients with brain metastasis, the median PFS was 6.0 months (95%CI: 2.2-9.8 months). The main toxicities related to pyrotinib were diarrhea in 57 (79.2%) cases, and 48 (66.7%) cases with grade 1-2 as well as 9 (12.5%) cases with grade 3. CONCLUSION: Pyrotinib based therapy is an effective treatment for patients with HER2 positive MBC, including patients with lapatinib treatment failure and brain metastasis, and the toxicities can be tolerated.

[Risk assessment and early warning of imported COVID-19 in Guangdong province].

Objective: To assess the imported risk of COVID-19 in Guangdong province and its cities, and conduct early warning. Methods: Data of reported COVID-19 cases and Baidu Migration Index of 21 cities in Guangdong province and other provinces of China as of February 25, 2020 were collected. The imported risk index of each city in Guangdong province were calculated, and then correlation analysis was performed between reported cases and the imported risk index to identify lag time. Finally, we classified the early warming levels of epidemic by imported risk index. Results: A total of 1 347 confirmed cases were reported in Guangdong province, and 90.0% of the cases were clustered in the Pearl River Delta region. The average daily imported risk index of Guangdong was 44.03. Among the imported risk sources of each city, the highest risk of almost all cities came from Hubei province, except for Zhanjiang from Hainan province. In addition, the neighboring provinces of Guangdong province also had a greater impact. The correlation between the imported risk index with a lag of 4 days and the daily reported cases was the strongest (correlation coefficient: 0.73). The early warning base on cumulative 4-day risk of each city showed that Dongguan, Shenzhen, Zhongshan, Guangzhou, Foshan and Huizhou have high imported risks in the next 4 days, with imported risk indexes of 38.85, 21.59, 11.67, 11.25, 6.19 and 5.92, and the highest risk still comes from Hubei province. Conclusions: Cities with a large number of migrants in Guangdong province have a higher risk of import. Hubei province and neighboring provinces in Guangdong province are the main source of the imported risk. Each city must strengthen the health management of migrants in high-risk provinces and reduce the imported risk of Guangdong province.

MRI-based radiogenomics analysis for predicting genetic alterations in oncogenic signalling pathways in invasive breast carcinoma.

AIM: To investigate the effect of radiomics in the assessment of alterations in canonical cancer pathways in breast cancer. MATERIALS AND METHODS: Eighty-eight biopsy-proven breast cancer cases were included in the present study. Radiomics features were extracted from T1-weighted sagittal dynamic contrast-enhanced magnetic resonance imaging (MRI) images. Radiomics signatures were developed to predict genetic alterations in the cell cycle, Myc, PI3K, RTK/RAS, and p53 signalling pathways by using hypothesis testing combined with least absolute shrinkage and selection operator (LASSO) regression analysis. The predictive powers of the models were examined by the area under the curve (AUC) of the receiver operating characteristic curve. RESULTS: A total of 5,234 radiomics features were obtained from MRI images based on the tumour region of interest. Hypothesis tests screened 250, 229, 156, 785, and 319 radiomics features that were differentially displayed between cell cycle, Myc, PI3K, RTK/RAS, and p53 alterations and no alteration status. According to the LASSO algorithm, 11, 12, 12, 15, and 13 features were identified for the construction of the radiomics signatures to predict cell cycle, Myc, PI3K, RTK/RAS, and p53 alterations, with AUC values of 0.933, 0.926, 0.956, 0.940, and 0.886, respectively. The cell cycle radiomics score correlated closely with the RTK/RAS and p53 radiomics scores. These signatures were also dysregulated in patients with different oestrogen receptor, progesterone receptor, and human epidermal growth factor receptor 2 statuses. CONCLUSION: MRI-based radiogenomics analysis exhibits excellent performance in predicting genetic pathways alterations, thus providing a novel approach for non-invasively obtaining genetic-level molecular characteristics of tumours.

[Risk assessment of exported risk of COVID-19 from Hubei Province].

Objective: To evaluate the exported risk of COVID-19 from Hubei Province and the imported risk in various provinces across China. Methods: Data of reported COVID-19 cases and Baidu Migration Indexin all provinces of the country as of February 14, 2020 were collected. The correlation analysis between cumulative number of reported cases and the migration index from Hubei was performed, and the imported risks from Hubei to different provinces across China were further evaluated. Results: A total of 49 970 confirmed cases were reported nationwide, of which 37 884 were in Hubei Province. The average daily migration index from Hubei to other provinces was 312.09, Wuhan and other cities in Hubei were 117.95 and 194.16, respectively. The cumulative COVID-19 cases of provinces was positively correlated with the migration index derived from Hubei Province, also in Wuhan and other cities in Hubei, with correlation coefficients of 0.84, 0.84, and 0.81. In linear model, population migration from Hubei Province, Wuhan and other cities in Hubei account for 71.2%, 70.1%, and 66.3% of the variation, respectively. The period of high exported risk from Hubei occurred before January 27, of which the risks before January 23 mainly came from Wuhan, and then mainly from other cities in Hubei. Hunan Province, Henan Province and Guangdong Province ranked the top three in terms of cumulative imported risk (the cumulative risk indices were 58.61, 54.75 and 49.62 respectively). Conclusion: The epidemic in each province was mainly caused by the importation of Hubei Province. Taking measures such as restricting the migration of population in Hubei Province and strengthening quarantine measures for immigrants from Hubei Province may greatly reduce the risk of continued spread of the epidemic.