Machine Learning-Based Survival Analysis Reveals Prognostic Clinical and Genetic Insights for Patients with Cutaneous T-Cell Lymphoma

被引:0
|
作者
Schreidah, Celine M. [1 ]
DeStephano, David M. [2 ]
Pan, Samuel S. [2 ]
Wang, Shikun [2 ]
Shen, Haoyang [3 ]
Ta, Casey N. [4 ]
Reynolds, George Bingham [3 ]
Fahmy, Lauren M. [1 ]
Gordon, Emily R. [1 ]
Adeuyan, Oluwaseyi [1 ]
Kwinta, Bradley D. [1 ]
Stonesifer, Connor J. [5 ]
Chan, Warren H. [6 ]
Choi, Jaehyuk [7 ]
Duvic, Madeleine [8 ]
Gallardo, Fernando [9 ]
Girardi, Michael [10 ]
Guitart, Joan [7 ]
Kim, Youn H. [11 ,12 ,13 ]
Khodadoust, Michael S. [11 ,12 ,13 ]
Najidh, Safa [14 ]
Ni, Xiao [8 ]
Pujol, Ramon M. [9 ]
Tensen, Cornelis P. [14 ]
Vermeer, Maarten H. [14 ]
Whittaker, Sean [15 ]
Tatonetti, Nicholas P. [3 ,4 ,16 ,17 ]
Chase, Herbert S. [4 ]
Pe'er, Itsik [3 ,18 ,19 ]
Geskin, Larisa J. [2 ,20 ]
机构
[1] Columbia Univ, Vagelos Coll Phys & Surg, New York, NY USA
[2] Columbia Univ, Herbert Irving Comprehens Canc Ctr, New York, NY USA
[3] Columbia Univ, Data Sci Inst, New York, NY USA
[4] Columbia Univ, Irving Med Ctr, Dept Biomed Informat, New York, NY USA
[5] Univ Miami, Miller Sch Med, Dr Phillip Frost Dept Dermatol & Cutaneous Surg, Miami, FL USA
[6] Icahn Sch Med Mt Sinai, Dept Dermatol, New York, NY USA
[7] Northwestern Univ, Dept Dermatol, Feinberg Sch Med, Chicago, IL USA
[8] Univ Texas MD Anderson Canc Ctr, Houston, TX USA
[9] Hosp Del Mar Parc Salut Mar, Dept Dermatol, Barcelona, Spain
[10] Yale Sch Med, Dept Dermatol, New Haven, CT USA
[11] Stanford Univ, Sch Med, Dept Dermatol, Stanford, CA USA
[12] Stanford Univ, Sch Med, Dept Med, Stanford, CA USA
[13] Stanford Univ, Sch Med, Dept Oncol, Stanford, CA USA
[14] Leiden Univ, Med Ctr, Dept Dermatol, Leiden, Netherlands
[15] Guys & St Thomas NHS Fdn Trust, St Johns Inst Dermatol, London, England
[16] Cedars Sinai Med Ctr, Dept Computat Biomed, Los Angeles, CA USA
[17] Cedars Sinai Med Ctr, Cedars Sinai Canc Ctr, Los Angeles, CA USA
[18] Columbia Univ, Dept Comp Sci, New York, NY USA
[19] Columbia Univ, Dept Syst Biol, New York, NY USA
[20] Columbia Univ, Dept Dermatol, New York, NY USA
关键词
D O I
10.1182/blood-2023-190775
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
引用
收藏
页数:4
相关论文
共 50 条
  • [1] Evaluating time-to-event survival in cutaneous t-cell lymphoma: A clinical-genetic machine learning analysis
    Schreidah, C. M.
    DeStephano, D.
    Pan, S. S.
    Wang, S.
    Reynolds, G. B.
    Fahmy, L.
    Gordon, E. R.
    Adeuyan, O.
    Choi, J.
    Duvic, M.
    Gallardo, F.
    Girardi, M.
    Guitart, J.
    Kim, Y.
    Khodadoust, M.
    Najidh, S.
    Pujol, R. M.
    Tensen, C. P.
    Vermeer, M. H.
    Whittaker, S.
    Tatonetti, N.
    Chase, H.
    Pe'er, I.
    Litman, T.
    Geskin, L. J.
    JOURNAL OF INVESTIGATIVE DERMATOLOGY, 2024, 144 (08) : S149 - S149
  • [2] Overall survival in erythrodermic cutaneous T-cell lymphoma: an analysis of prognostic factors in a cohort of patients with erythrodermic cutaneous T-cell lymphoma
    Vidulich, Kelley A.
    Talpur, Rakhshandra
    Bassett, Roland L.
    Duvic, Madeleine
    INTERNATIONAL JOURNAL OF DERMATOLOGY, 2009, 48 (03) : 243 - 252
  • [3] Overall survival in erythrodermic cutaneous T-cell lymphoma: An analysis of prognostic factors in a cohort of erythrodermic cutaneous T-cell lymphoma patients
    Vidulich, Kelley A.
    Talpur, Rakhshandra
    Bassett, Roland L.
    Duvic, Madeleine
    BLOOD, 2007, 110 (11) : 1045A - 1045A
  • [4] Genetic and epigenetic insights into cutaneous T-cell lymphoma
    Tensen, Cornelis P.
    Quint, Koen D.
    Vermeer, Maarten H.
    BLOOD, 2022, 139 (01) : 15 - 33
  • [5] Clinical Insights and Emerging Strategies in Managing Cutaneous T-Cell Lymphoma
    Patrone, Christina C.
    Geskin, Larisa J.
    JOURNAL OF DRUGS IN DERMATOLOGY, 2017, 16 (05) : 405 - 412
  • [6] Prognostic Significance of Serum Copper in Patients With Cutaneous T-cell Lymphoma
    Vonderheid, Eric C.
    Martinez, Andrew R.
    CLINICAL LYMPHOMA MYELOMA & LEUKEMIA, 2019, 19 (04): : 228 - +
  • [7] Elucidating genetic factors of cutaneous T-cell lymphoma staging and disease severity through machine learning
    Schreidah, Celine M.
    Reynolds, George Bingham
    Shen, Haoyang
    Fahmy, Lauren M.
    Choi, Jaehyuk
    Duvic, Madeleine
    Gallardo, Fernando
    Girardi, Michael
    Guitart, Joan
    Kim, Youn H.
    Khodadoust, Michael
    Najidh, Safa
    Ni, Xiao
    Pujol, Ramon M.
    Tensen, Cornelis P.
    Vermeer, Maarten H.
    Whittaker, Sean
    Tatonetti, Nicholas P.
    Chase, Herbert S.
    Pe'er, Itsik
    Geskin, Larisa J.
    EUROPEAN JOURNAL OF CANCER, 2023, 190 : S15 - S15
  • [8] Usefulness of cutaneous T-cell clonality analysis for the diagnosis of cutaneous T-cell lymphoma in patients with erythroderma
    Cordel, N
    Lenormand, B
    Courville, P
    Helot, MF
    Benichou, J
    Joly, P
    ARCHIVES OF PATHOLOGY & LABORATORY MEDICINE, 2005, 129 (03) : 372 - 376
  • [9] Association of insurance status with survival in patients with cutaneous T-cell lymphoma
    Tang, Rui
    Su, Chang
    Bai, Harrison X.
    Zeng, Zhuotong
    Karakousis, Giorgos
    Zhang, Paul J.
    Zhang, Guiying
    Xiao, Rong
    LEUKEMIA & LYMPHOMA, 2019, 60 (05) : 1253 - 1260
  • [10] Analysis of prognostic factors for survival in 75 Chinese patients with peripheral T-cell lymphoma
    Zhu, Qian
    Wang, Hong
    Ruan, Jia
    Guo, Lingchuan
    Zhao, Shixiang
    Zhang, Wenjuan
    Wang, Qian
    Jin, Zhengming
    Chen, Xiaochen
    Sun, Aining
    Wu, Depei
    Han, Yue
    LEUKEMIA & LYMPHOMA, 2014, 55 (04) : 959 - 961