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390 citation(s) found for "Fan, C".

Tokyo Guidelines 2018: management bundles for acute cholangitis and cholecystitis
Mayumi, Toshihiko , Okamoto, Kohji , Takada, Tadahiro , Strasberg, Steven M. , Solomkin, Joseph S. , Schlossberg, David, Pitt, Henry A. , Yoshida, Masahiro , Gomi, Harumi , Miura, Fumihiko, Garden, O. James , Kiriyama, Seiki , Yokoe, Masamichi, Endo, Itaru , Asbun, Horacio J. , Iwashita, Yukio , Hibi, Taizo , Umezawa, Akiko , Itoi, Takao , Hata, Jiro , Hwang, Tsann‐Long , Dervenis, Christos, Asai, Koji , Mori, Yasuhisa , Huang, Wayne Shih‐Wei, Belli, Giulio, Jagannath, P., Cherqui, Daniel , Kozaka, Kazuto , Baron, Todd H. , Santibáñes, Eduardo de , Higuchi, Ryota , Wada, Keita, Gouma, Dirk J., Deziel, Daniel J., Liau, Kui‐Hin, Wakabayashi, Go , Padbury, Robert , Jonas, Eduard , Supe, Avinash , Singh, Harjit , Gabata, Toshifumi , Chan, Angus C. W., Lau, Wan Yee , Fan, Sheung Tat , Chen, Miin‐Fu , Ker, Chen‐Guo , Choi, In‐Seok , Kim, Myung‐Hwan , Kitano, Seigo, Inomata, Masafumi , Inui, Kazuo, Sumiyama, Yoshinobu, Yamamoto, Masakazu , Suzuki, Kenji S. , Han, Ho-Seong , Mukai, Shuntaro , Yoon, Yoo-Seok , Yoon, Dong Sup , Hirata, Koichi , Jonas, Eduard

Journal of Hepato-Biliary-Pancreatic Sciences | November 1, 2017 | Volume: 25 | Issue: 1 | Pages: 96-100

10.1002/jhbp.519 | PMID 29090868 Get It

Abstract Management bundles that define items or procedures strongly recommended in clinical practice have been used in many guidelines in recent years. Application of these bundles facilitates the adaptation of guidelines and helps improve the prognosis of target diseases. In Tokyo Guidelines 2013 ( TG 13), we proposed management bundles for acute cholangitis and cholecystitis. Here, in Tokyo Guidelines 2018 ( TG 18), we redefine the management bundles for acute cholangitis and cholecystitis. Critical parts of the bundles in TG 18 include the diagnostic process, severity assessment, transfer of patients if necessary, and therapeutic approach at each time point. Observance of these items and procedures should improve the prognosis of acute cholangitis and cholecystitis. Studies are now needed to evaluate the dissemination of these TG 18 bundles and their effectiveness. Free full articles and mobile app of TG18 are available at: http://www.jshbps.jp/modules/en/index.php?content_id=47 . Related clinical questions and references are also included.
High-Frequency Oscillation for Adult Patients with Acute Respiratory Distress Syndrome. A Systematic Review and Meta-Analysis
Goligher, Ewan C. , Adhikari, Neill K. J. , Meade, Maureen O. , Wunsch, Hannah , Amato, Marcelo B. P. , Ferguson, Niall D. , Rubenfeld, Gordon D., Munshi, Laveena , Hodgson, Carol Lynette , Uleryk, Elizabeth M. , Gajic, Ognjen , Fan, Eddy

Annals of the American Thoracic Society | October 18, 2017 | Volume: 14 | Issue: Supplement_4 | Pages: S289-S296

10.1513/annalsats.201704-341ot | PMID 29043832 Get It

Abstract Rationale By minimizing tidal lung strain and maintaining alveolar recruitment, high-frequency oscillatory ventilation (HFOV) may protect against ventilator-induced lung injury. Objectives To summarize the current evidence in support of the use of HFOV in adult patients with acute respiratory distress syndrome. Methods We conducted a systematic review and meta-analysis of randomized trials comparing mortality rates with the use of HFOV versus conventional mechanical ventilation for adult patients with acute respiratory distress syndrome. Eligible trials were identified from previously published systematic reviews and an updated literature search. Data on 28-day mortality, oxygenation, adverse events, and use of rescue therapies were collected; effects were pooled using random effects models weighted by inverse variance. Strength of evidence was assessed using Grading of Recommendations Assessment, Development, and Evaluation methodology. Results Six trials were eligible for inclusion (total n = 1,715 patients). Four trials mandated lung-protective ventilation in the control group and one trial applied a higher positive end-expiratory pressure (PEEP) ventilation strategy in the control group. None of the trials were judged to be at high risk of bias, though all were unblinded. In trials that did not systematically employ any cointerventions with HFOV and that targeted low tidal volumes in the patients randomized to conventional ventilation (primary analysis), HFOV had no significant effect on mortality (three trials; risk ratio [RR], 1.14; 95% confidence interval [CI], 0.88 to 1.48; evidence grade = high). Pooled analysis of all six trials also did not suggest a significant mortality reduction (RR, 0.94; 95% CI, 0.71 to 1.24; evidence grade = low). The single trial that employed a conventional ventilation strategy with both lower tidal volumes and higher PEEP as control reported higher mortality in patients receiving HFOV (RR, 1.41; 95% CI, 1.12 to 1.79). HFOV was not associated with improved oxygenation after 24 hours (five trials; mean increase of 10 mm Hg; 95% CI, −16 to 37 mm Hg). Rates of barotrauma were not different between HFOV and conventional ventilation, although significant benefit or harm could not be excluded (RR, 1.15; 95% CI, 0.61 to 2.17). Conclusions Published randomized trials suggest that HFOV is not associated with a mortality benefit, and may even be harmful in comparison to ventilation with low tidal volumes and higher levels of PEEP.
Lung Recruitment Maneuvers for Adult Patients with Acute Respiratory Distress Syndrome. A Systematic Review and Meta-Analysis
Goligher, Ewan C. , Adhikari, Neill K. J. , Meade, Maureen O. , Wunsch, Hannah , Amato, Marcelo B. P. , Ferguson, Niall D. , Rubenfeld, Gordon D., Hodgson, Carol Lynette , Uleryk, Elizabeth M. , Gajic, Ognjen , Fan, Eddy

Annals of the American Thoracic Society | October 18, 2017 | Volume: 14 | Issue: Supplement_4 | Pages: S304-S311

10.1513/annalsats.201704-340ot | PMID 29043837 Get It

Abstract Rationale In patients with acute respiratory distress syndrome (ARDS), lung recruitment maneuvers (LRMs) may prevent ventilator-induced lung injury and improve survival. Objectives To summarize the current evidence in support of the use of LRMs in adult patients with ARDS and to inform the recently published American Thoracic Society/European Society of Intensive Care Medicine/Society of Critical Care Medicine clinical practice guideline on mechanical ventilation in ARDS. Methods We conducted a systematic review and meta-analysis of randomized trials comparing mechanical ventilation strategies with and without LRMs. Eligible trials were identified from among previously published systematic reviews and an updated literature search. Data on 28-day mortality, oxygenation, adverse events, and use of rescue therapy were collected, and results were pooled using random effects models weighted by inverse variance. Strength of evidence was assessed using the Grading of Recommendations Assessment, Development, and Evaluation methodology. Results We screened 430 citations and previous systematic reviews and found six trials eligible for inclusion (n = 1,423 patients in total). The type of LRM varied widely between trials, and five of the trials involved a cointervention with a higher positive end-expiratory pressure (PEEP) ventilation strategy. Risk of bias was deemed high in one trial. In the primary analysis, the only trial without a cointervention showed that LRMs were associated with reduced mortality (one trial; risk ratio [RR], 0.62; 95% confidence interval [CI], 0.39–0.98; evidence grade = low). Meta-analysis of all six trials also suggested a significant mortality reduction (six trials; RR, 0.81; 95% CI, 0.69–0.95; evidence grade = moderate), and the use of a higher PEEP cointervention did not significantly modify the mortality effect (P = 0.27 for heterogeneity). LRMs were also associated with improved oxygenation after 24 hours (six trials; mean increase, 52 mm Hg; 95% CI, 23–81 mm Hg) and less frequent requirement for rescue therapy (three trials; RR, 0.65; 95% CI, 0.45–0.94). LRMs were not associated with an increased rate of barotrauma (four trials; RR, 0.84; 95% CI, 0.46–1.55). The rate of hemodynamic compromise was not significantly increased with LRMs (three trials; RR, 1.30; 95% CI, 0.92–1.78). Conclusions Randomized trials suggest that LRMs in combination with a higher PEEP ventilation strategy reduce mortality, but confidence in this finding is limited. Further trials are required to confirm benefit from LRMs in adults with ARDS.
Tokyo Guidelines 2018: flowchart for the management of acute cholecystitis
Okamoto, Kohji , Takada, Tadahiro , Strasberg, Steven M. , Asbun, Horacio J. , Endo, Itaru , Iwashita, Yukio , Hibi, Taizo , Pitt, Henry A. , Umezawa, Akiko , Asai, Koji , Hwang, Tsann‐Long , Mori, Yasuhisa , Huang, Wayne Shih‐Wei, Belli, Giulio, Dervenis, Christos, Yokoe, Masamichi, Kiriyama, Seiki , Itoi, Takao , Jagannath, P., Garden, O. James , Miura, Fumihiko, Wakabayashi, Go , Cherqui, Daniel , Santibáñes, Eduardo de , Shikata, Satoru , Noguchi, Yoshinori , Higuchi, Ryota , Wada, Keita, Supe, Avinash , Yoshida, Masahiro , Mayumi, Toshihiko , Gouma, Dirk J., Deziel, Daniel J., Liau, Kui‐Hin, Chen, Miin‐Fu , Shibao, Kazunori , Liu, Keng‐Hao, Su, Cheng‐Hsi, Chan, Angus C. W., Choi, In‐Seok , Jonas, Eduard , Fan, Sheung Tat , Ker, Chen‐Guo , Giménez, Mariano , Kitano, Seigo, Inomata, Masafumi , Inui, Kazuo, Sumiyama, Yoshinobu, Yamamoto, Masakazu , Suzuki, Kenji S. , Han, Ho-Seong , Yoon, Yoo-Seok , Nakamura, Masafumi , Horiguchi, Akihiko , Ukai, Tomohiko , Honda, Goro , Yoon, Dong Sup , Chen, Xiaoping , Hirata, Koichi , Jonas, Eduard

Journal of Hepato-Biliary-Pancreatic Sciences | October 16, 2017 | Volume: 25 | Issue: 1 | Pages: 55-72

10.1002/jhbp.516 | PMID 29045062 Get It

Abstract We propose a new flowchart for the treatment of acute cholecystitis ( AC ) in the Tokyo Guidelines 2018 (TG18). Grade III AC was not indicated for straightforward laparoscopic cholecystectomy (Lap‐C). Following analysis of subsequent clinical investigations and drawing on Big Data in particular, TG 18 proposes that some Grade III AC can be treated by Lap‐C when performed at advanced centers with specialized surgeons experienced in this procedure and for patients that satisfy certain strict criteria. For Grade I, TG 18 recommends early Lap‐C if the patients meet the criteria of Charlson comorbidity index ( CCI ) ≤5 and American Society of Anesthesiologists physical status classification ( ASA ‐ PS ) ≤2. For Grade II AC , if patients meet the criteria of CCI ≤5 and ASA ‐ PS ≤2, TG 18 recommends early Lap‐C performed by experienced surgeons; and if not, after medical treatment and/or gallbladder drainage, Lap‐C would be indicated. TG 18 proposes that Lap‐C is indicated in Grade III patients with strict criteria. These are that the patients have favorable organ system failure, and negative predictive factors, who meet the criteria of CCI ≤3 and ASA ‐ PS ≤2 and who are being treated at an advanced center (where experienced surgeons practice). If the patient is not considered suitable for early surgery, TG 18 recommends early/urgent biliary drainage followed by delayed Lap‐C once the patient's overall condition has improved. Free full articles and mobile app of TG18 are available at: http://www.jshbps.jp/modules/en/index.php?content_id=47 . Related clinical questions and references are also included.
Tokyo Guidelines 2018: management strategies for gallbladder drainage in patients with acute cholecystitis (with videos)
Mori, Yasuhisa , Itoi, Takao , Baron, Todd H. , Takada, Tadahiro , Strasberg, Steven M. , Pitt, Henry A. , Ukai, Tomohiko , Shikata, Satoru , Noguchi, Yoshinori , Kim, Myung‐Hwan , Asbun, Horacio J. , Endo, Itaru , Yokoe, Masamichi, Miura, Fumihiko, Okamoto, Kohji , Umezawa, Akiko , Iwashita, Yukio , Hibi, Taizo , Wakabayashi, Go , Choi, In‐Seok , Hwang, Tsann‐Long , Chen, Miin‐Fu , Garden, O. James , Singh, Harjit , Liau, Kui‐Hin, Huang, Wayne Shih‐Wei, Gouma, Dirk J., Belli, Giulio, Dervenis, Christos, Santibáñes, Eduardo de , Giménez, Mariano , Windsor, John A. , Lau, Wan Yee , Cherqui, Daniel , Jagannath, P., Supe, Avinash , Liu, Keng‐Hao, Su, Cheng‐Hsi, Deziel, Daniel J., Fan, Sheung Tat , Ker, Chen‐Guo , Jonas, Eduard , Padbury, Robert , Sugioka, Atsushi , Asai, Koji , Higuchi, Ryota , Wada, Keita, Yoshida, Masahiro , Mayumi, Toshihiko , Sumiyama, Yoshinobu, Inui, Kazuo, Yamamoto, Masakazu , Teoh, Anthony Yuen Bun , Suzuki, Kenji S. , Han, Ho-Seong , Yoon, Yoo-Seok , Chen, Xiao‐Ping , Mukai, Shuntaro , Honda, Goro , Hirata, Koichi , Jonas, Eduard

Journal of Hepato-Biliary-Pancreatic Sciences | September 9, 2017 | Volume: 25 | Issue: 1 | Pages: 87-95

10.1002/jhbp.504 | PMID 28888080 Get It

Abstract Since the publication of the Tokyo Guidelines in 2007 and their revision in 2013, appropriate management for acute cholecystitis has been more clearly established. Since the last revision, several manuscripts, especially for alternative endoscopic techniques, have been reported; therefore, additional evaluation and refinement of the 2013 Guidelines is required. We describe a standard drainage method for surgically high‐risk patients with acute cholecystitis and the latest developed endoscopic gallbladder drainage techniques described in the updated Tokyo Guidelines 2018 ( TG 18). Our study confirmed that percutaneous transhepatic gallbladder drainage should be considered the first alternative to surgical intervention in surgically high‐risk patients with acute cholecystitis. Also, endoscopic transpapillary gallbladder drainage or endoscopic ultrasound‐guided gallbladder drainage can be considered in high‐volume institutes by skilled endoscopists. In the endoscopic transpapillary approach, either endoscopic naso‐gallbladder drainage or gallbladder stenting can be considered for gallbladder drainage. We also introduce special techniques and the latest outcomes of endoscopic ultrasound‐guided gallbladder drainage studies. Free full articles and mobile app of TG18 are available at: http://www.jshbps.jp/modules/en/index.php?content_id=47 . Related clinical questions and references are also included.
Delphi consensus on bile duct injuries during laparoscopic cholecystectomy: an evolutionary cul‐de‐sac or the birth pangs of a new technical framework?
Iwashita, Yukio , Hibi, Taizo , Ohyama, Tetsuji , Umezawa, Akiko , Takada, Tadahiro , Strasberg, Steven M. , Asbun, Horacio J. , Pitt, Henry A. , Hwang, Tsann‐Long , Choi, In‐Seok , Yoon, Dong Sup , Huang, Wayne Shih‐Wei, Yoshida, Masahiro , Wakabayashi, Go , Miura, Fumihiko, Okamoto, Kohji , Endo, Itaru , Santibáñes, Eduardo de , Giménez, Mariano , Windsor, John A. , Garden, O. James , Gouma, Dirk J., Cherqui, Daniel , Belli, Giulio, Dervenis, Christos, Deziel, Daniel J., Jonas, Eduard , Jagannath, P., Supe, Avinash , Singh, Harjit , Liau, Kui‐Hin, Chan, Angus C. W., Lau, Wan Yee , Fan, Sheung Tat , Chen, Miin‐Fu , Kim, Myung‐Hwan , Sugioka, Atsushi , Asai, Koji , Wada, Keita, Mori, Yasuhisa , Higuchi, Ryota , Misawa, Takeyuki , Matsumura, Naoki , Rikiyama, Toshiki, Kano, Nobuyasu, Tokumura, Hiromi, Kimura, Taizo, Kitano, Seigo, Inomata, Masafumi , Sumiyama, Yoshinobu, Inui, Kazuo, Yamamoto, Masakazu , Han, Ho-Seong , Suzuki, Kenji S. , Yoon, Yoo-Seok , Chen, Xiao‐Ping , Honda, Goro , Watanabe, Manabu , Sata, Naohiro , Hirata, Koichi , Jonas, Eduard

Journal of Hepato-Biliary-Pancreatic Sciences | September 8, 2017 | Volume: 24 | Issue: 11 | Pages: 591-602

10.1002/jhbp.503 | PMID 28884962 Get It

Abstract Bile duct injury ( BDI ) during laparoscopic cholecystectomy remains a serious iatrogenic surgical complication. BDI most often occurs as a result of misidentification of the anatomy; however, clinical evidence on its precise mechanism and surgeons’ perceptions is scarce. Surgeons from Japan, Korea, Taiwan, and the USA, etc. ( n = 614) participated in a questionnaire regarding their BDI experience and near‐misses; and perceptions on landmarks, intraoperative findings, and surgical techniques. Respondents voted for a Delphi process and graded each item on a five‐point scale. The consensus was built when ≥80% of overall responses were 4 or 5. Response rates for the first‐ and second‐round Delphi were 60.6% and 74.9%, respectively. Misidentification of local anatomy accounted for 76.2% of BDI . Final consensus was reached on: (1) Effective retraction of the gallbladder, (2) Always obtaining critical view of safety, and (3) Avoiding excessive use of electrocautery/clipping as vital procedures; and (4) Calot's triangle area and (5) Critical view of safety as important landmarks. For (6) Impacted gallstone and (7) Severe fibrosis/scarring in Calot's triangle, bail‐out procedures may be indicated. A consensus was reached among expert surgeons on relevant landmarks and intraoperative findings and appropriate surgical techniques to avoid BDI .
HPV-related Multiphenotypic Sinonasal Carcinoma
Andreasen, Simon , Hang, Jen‐Fan , Bullock, Martin , Chen, Tiffany , García, Joaquín J. , Gnepp, Douglas R., Gomez‐Fernandez, Carmen , Ihrler, Stephan , Kuo, Ying‐Ju , Lewis, James S. , Magliocca, Kelly R. , Sandison, Ann , Uro‐Coste, Emmanuelle , Stelow, Edward B. , Kiss, Katalin , Westra, William H. , Bishop, Justin A. , Franchi, Alessandro , Pambuccian, Stefan E.

American Journal of Surgical Pathology | September 6, 2017 | Volume: 41 | Issue: 12 | Pages: 1690-1701

10.1097/pas.0000000000000944 | PMID 28877065 Get It

Human papillomavirus (HPV)–related multiphenotypic sinonasal carcinoma (HMSC), originally known as HPV-related carcinoma with adenoid cystic carcinoma-like features, is a peculiar neoplasm that is restricted to the sinonasal tract, exhibits features of both a surface-derived and salivary gland carcinoma (particularly adenoid cystic carcinoma), and is associated with high-risk HPV. Given the limited number of published cases, the full clinicopathologic spectrum of this neoplasm is unclear. Here, we present an updated experience of 49 cases. All cases of HMSC were obtained from the authors’ files. Immunohistochemistry for p16, c-kit, and myoepithelial cell markers (S100, actin, calponin, p63, and/or p40) was performed along with RNA in situ hybridization for HPV (type 33-specific as well as a high-risk cocktail). Fluorescence in situ hybridization studies for fusions ofMYB,NFIB, andMYBL1was performed on a subset of cases. Clinical follow-up was obtained from medical records. A total of 49 cases of HMSC were collected. Twenty-eight (57%) were from women and 18 (43%) from men, ranging in age from 28 to 90 years (mean, 54 y). Of 40 cases with detailed staging information, 43% of HMSCs presented with a high T-stage (T3 or T4). Histologically, most grew predominantly as solid nests of basaloid cells exhibiting high mitotic rates and frequent necrosis, with histologic and immunohistochemical evidence of myoepithelial differentiation. Most cases also demonstrated foci of cribriform and/or tubular growth, along with an inconspicuous population of ducts. Thirty-four (69%) cases demonstrated an unusual pattern of surface involvement where markedly atypical squamous cells colonized tracts of the sinonasal mucosa. Less consistent histologic features included squamous differentiation within the invasive tumor (n=6), sarcomatoid transformation (n=5) including overt chondroid differentiation (n=3), and prominent epithelial-myoepithelial carcinoma-like growth (n=3). All cases were positive for p16 by immunostaining and HPV by RNA in situ hybridization. Thirty-three (67%) were positive for HPV 33. No cases tested forMYB,MYBL1, orNFIBgene fusions were positive. In the 38 cases with follow-up data, (mean follow-up, 42 mo) 14 recurred locally and 2 metastasized (lung, finger). There were no regional lymph node metastases, and no tumor-related deaths. HMSC is a distinct sinonasal neoplasm characterized by myoepithelial differentiation, frequent surface epithelial involvement, and the presence of high-risk HPV (especially type 33). Although it classically exhibits a cribriforming pattern that closely resembles adenoid cystic carcinoma, our expanded series highlights a histologic spectrum that is much broader than previously recognized, warranting a change in terminology. HMSC usually presents as a large and destructive sinonasal mass with high-grade histologic features, but it paradoxically behaves in a relatively indolent manner, underscoring the importance of distinguishing HMSC from true adenoid cystic carcinoma, squamous cell carcinoma, and other histologic mimickers.
Abstract 4235: Application of convolutional neural networks to breast biopsies to uncover tissue correlates of mammographic breast density
Bejnordi, Babak Ehteshami , Palakal, Maya, Vacek, Pamela M. , Weaver, Donald L. , Fan, Bo , Mahmoudzadeh, Amir Pasha , Herschorn, Sally D. , Sprague, Brian L. , Brinton, Louise A. , Beck, Andrew , Gierach, Gretchen L. , Mullooly, Maeve , Shepherd, John , Wang, Jeff , Johnson, Jason M. , Pfeiffer, Ruth M. , Sherman, Mark E. , Gierach, Gretchen L

Cancer Research | July 31, 2017 | Volume: 77 | Issue: 13_Supplement | Pages: 4235-4235

10.1158/1538-7445.am2017-4235 Get It

Abstract Background: High percent mammographic density (MD), which reflects the relative fibroglandular tissue content of the breast, is one of the strongest breast cancer risk factors; however, the pathologic mediators of this risk are unknown. We hypothesize that analysis of breast tissue sections using deep learning approaches may characterize histologic features that underpin risk associated with high MD. Methods: Non-targeted H&E stained breast tissue sections of diagnostic image-guided breast biopsies were evaluated among 588 women enrolled following an abnormal mammogram in the Breast Radiology Evaluation and Study of Tissues (BREAST) Stamp Project (2007-2010). Overall volumetric percent MD for the biopsied breast and localized volumetric percent MD surrounding the biopsy site were determined for each participant. A deep convolutional neural network (CNN) model was trained to identify and quantitatively assess breast epithelial, stroma and fat tissue and their organizational and spatial arrangements. Least absolute shrinkage and selection operator (Lasso) regression was used to determine relationships between MD measures and pathological features. To ensure reliability of the model, a cross-validation strategy was employed to build and assess the performance of the fitted model. Finally, Spearman correlation coefficients were estimated to test the association between the predicted density values by each model (predicting overall or localized MD) and the actual MD measurements. We report the average and standard deviation (SD) of the correlation coefficients. Results: In an independent validation set, the CNN model was 95.5% accurate in classifying epithelial, stromal and fat tissue. The mean (SD) correlations between the predicted model and the actual measurements for overall and localized MD were 0.70 (0.06) and 0.65 (0.06) respectively. The amount of stroma identified (normalized to tissue area) had the highest selection probability (P-value) by the Lasso model and thus the strongest positive relationship with MD (P-value >0.9 for each MD measurement). In contrast, the amount of normalized epithelial tissue was not related to MD (P-value=0.01 for each MD measurement). No association was observed for the total normalized fat area with MD (P-value <0.31 for each MD measurement). In addition, the number of distributed epithelial regions was positively associated, whereas the distance between epithelial regions was inversely associated with overall MD (P-value <0.87 and 0.62, respectively). Conclusions: These results show that greater stromal tissue amount and spatial distribution patterns of epithelial regions, rather than total epithelial amounts, had the strongest relationships with elevated MD. Future work will determine the relationship of these MD features with biopsy diagnosis. Citation Format: Maeve Mullooly, Babak Ehteshami Bejnordi, Maya Palakal, Pamela M. Vacek, Donald L. Weaver, John A. Shepherd, Bo Fan, Amir Pasha Mahmoudzadeh, Jeff Wang, Jason M. Johnson, Sally D. Herschorn, Brian L. Sprague, Ruth M. Pfeiffer, Louise A. Brinton, Mark E. Sherman, Andrew Beck, Gretchen L. Gierach. Application of convolutional neural networks to breast biopsies to uncover tissue correlates of mammographic breast density [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2017; 2017 Apr 1-5; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2017;77(13 Suppl):Abstract nr 4235. doi:10.1158/1538-7445.AM2017-4235
10 Single cell expression quantitative trait LOCI (EQTL) analsis of established lupus-risk loci in patient monocytes
Ghodke-Puranik, Y, Zhongbo, J, Fan, W, Dorschner, J.M., Vsetecka, Danielle, Amin, Shreyasee , Ernste, Floranne C. , Osborn, Thomas G. , Moder, Kevin G., Chowdhary, Vaidehi , Ghodke‐Puranik, Yogita , Fan, W, Jensen, M, Makol, Ashima , Niewold, Timothy B.

Plenary Session 4: Cutting edge science in SLE | July 17, 2017 | Volume: No volume available | Issue: No issue available | Pages: A6.2-A7

10.1136/lupus-2017-000215.10 Get It

Mixed integer programming with dose‐volume constraints in intensity‐modulated proton therapy
Zhang, Pengfei , Fan, Neng , Shan, Jie , Bues, Martin , Schild, Steven E. , Liu, Wei , Bues, Martin

Journal of Applied Clinical Medical Physics | July 6, 2017 | Volume: 18 | Issue: 5 | Pages: 29-35

10.1002/acm2.12130 | PMID 28681976 Get It

AbstractBackgroundIn treatment planning for intensity‐modulated proton therapy (IMPT), we aim to deliver the prescribed dose to the target yet minimize the dose to adjacent healthy tissue. Mixed‐integer programming (MIP) has been applied in radiation therapy to generate treatment plans. However, MIP has not been used effectively for IMPT treatment planning with dose‐volume constraints. In this study, we incorporated dose‐volume constraints in an MIP model to generate treatment plans for IMPT.MethodsWe created a new MIP model for IMPT with dose volume constraints. Two groups of IMPT treatment plans were generated for each of three patients by using MIP models for a total of six plans: one plan was derived with the Limited‐memory Broyden–Fletcher–Goldfarb–Shanno (L‐BFGS) method while the other plan was derived with our MIP model with dose‐volume constraints. We then compared these two plans by dose‐volume histogram (DVH) indices to evaluate the performance of the new MIP model with dose‐volume constraints. In addition, we developed a model to more efficiently find the best balance between tumor coverage and normal tissue protection.ResultsThe MIP model with dose‐volume constraints generates IMPT treatment plans with comparable target dose coverage, target dose homogeneity, and the maximum dose to organs at risk (OARs) compared to treatment plans from the conventional quadratic programming method without any tedious trial‐and‐error process. Some notable reduction in the mean doses of OARs is observed.ConclusionsThe treatment plans from our MIP model with dose‐volume constraints can meet all dose‐volume constraints for OARs and targets without any tedious trial‐and‐error process. This model has the potential to automatically generate IMPT plans with consistent plan quality among different treatment planners and across institutions and better protection for important parallel OARs in an effective way.