Comprehensive Analysis of Immunophenotype and Transcriptome in Indian T-Acute Lymphoblastic Leukemia - a Prospective Study

T-cell acute lymphoblastic leukemias (T-ALLs) are aggressive hematologic tumors that result from the malignant transformation of T-cell progenitors. T-ALLs are classified immunologically into immature (pro- and pre-T), cortical and mature T-ALL. ETP-ALL is a recently described subtype of immature T-...

Full description

Saved in:
Bibliographic Details
Published inBlood Vol. 134; no. Supplement_1; p. 1467
Main Authors Chopra, Anita, Verma, Deepak, Kapoor, Shruti, Singh, Jay, Palanichamy, Jayanth Kumar Kumar, Pramanik, Raja, Sharma, Atul, Bakhshi, Sameer, Sahoo, Ranjit Kumar, Scaria, Vinod, Kumar, Lalit, Sivasubbu, Sridhar, Kumar, Rajive
Format Journal Article
LanguageEnglish
Published Elsevier Inc 13.11.2019
Online AccessGet full text
ISSN0006-4971
1528-0020
DOI10.1182/blood-2019-127980

Cover

Abstract T-cell acute lymphoblastic leukemias (T-ALLs) are aggressive hematologic tumors that result from the malignant transformation of T-cell progenitors. T-ALLs are classified immunologically into immature (pro- and pre-T), cortical and mature T-ALL. ETP-ALL is a recently described subtype of immature T-ALL. T-ALL is characterized by overexpression of oncogenic transcription factors that drive the malignancy: TAL1, TAL2, LYL1, LMO1, LMO2; TLX1, TLX3, NKX2.1, NKX2.2, NKX2.5, MEF2C and HOX genes. This study was conducted to understand the landscape of protein-coding genes using RNAseq in immature, cortical and mature T-ALL patients in India. This was a prospective study done on 134 T-ALL cases. The T-ALL patients were divided into 2 cohorts: discovery (n=35; immature 13, cortical 17, mature 5) and validation cohort (n=99; immature 45, cortical 44, mature 10). Total RNA seq was done in the discovery cohort. Clinical and prognostic relevance of lesions identified in the discovery cohort were studied in validation cohort. On RNAseq, a total of 2,318 genes were most differentially expressed between the 3 subtypes. In immature T-ALL cases, transcription factors controlling early hematopoiesis (MEF2C, TP63, HHEX, RUNX2, HOXA10, HOXA9, RUNX1T1 and ZBTB16) were highly expressed. LYN, a tyrosine kinase gene was also highly expressed. BAALC and MN1 genes, previously reported in acute myeloid leukemia, but not emphasized in reported genomics studies in the West, were overexpressed. Interestingly, LMO2 was overexpressed in the absence of significant overexpression of LYL1, a gene reported to be critical for oncogenic functions of Lmo2. In cortical T-ALL, the cortical thymocyte-defining CD1A gene was overexpressed. Homoebox domain genes NKX2-1, TLX1, TLX3, involved in T-cell development were overexpressed. In addition, FAT1, FAT3, EREG, CD1C, AKAP-2, IL-4, PRTG, TCL-6, ZP1 and TRAV genes were overexpressed. On examining CD1a+/sCD3+ and CD1a+/sCD3- groups, we found that in contrast to reported literature, TLX1 was highly expressed in the former group and TLX3 in the latter. In mature T-ALL, APC2, BCL3, CCR4, CDKN2A, EML4, HIST1H4G, HIST2H2B, NCOR2, ST20 and TRAV22 genes were overexpressed. Conventional drivers of T-ALL leukemogenesis - LYL1, TAL1 and LMO1 were not differentially expressed in our patients suggesting a difference between Indian and Western T-ALL patients. The clinical significance of expression of MEF2C, BAALC, HHEX, LYL1, TAL1 and FAT1 genes was studied in validation cohort by real-time PCR. High expression of MEF2C and BAALC gene was associated with immature immunophenotype (IPT) as compared to cortical and mature IPT (p=0.009; 0.008, respectively). Patients with ETP-ALL had higher expression of MEF2C and BAALC gene (p=0.018; 0.014, respectively). High MEF2C and BAALC expression were associated with CD34 positivity (p=0.004; 0.032, respectively). High BAALC expression was also associated with aberrant expression of the myeloid markers (p=0.021). Although not statistically significant, high HHEX expression was associated with immature IPT (p=0.072) and ETP-ALL IPT (p=0.06). Although LYL1 expression did not correlate with immature IPT, ETP-ALL was associated with higher LYL1 expression (p=0.039). Higher expression of FAT1 gene was associated with cortical IPT (p=0.026). Low XIST expression was more frequently associated with non-ETP-ALL IPT (p=0.017). TAL1 expression did not correlate with IPT. On survival analysis, only MEF2C gene expression was associated with EFS and OS. Compared to low MEF2C expressors, patients with high MEF2C had a lower event free survival (EFS) (73.58% vs 51.38%, p=0.01). High expression was found to be a significant predictor of overall survival (OS) (81.11% vs 96.43%, p=0.012). MEF2C emerged as driving oncogene in our T-ALL patients which can be used as predictor of EFS and OS. Expression of BAALC, HHEX, LYL1, TAL1, FAT1 and XIST genes did not correlate with EFS and OS. In this first study correlating T-ALL IPT with transcriptome profile in Indian T-ALL patients, we noted interesting differences from the West, potential subjects of further study. MEF2C gene expression emerged as the predictor of poor EFS and OS in T-ALL patients. Lastly, increased expression of LYN gene in our patients suggests that our immature T-ALL patients may benefit from tyrosine kinase inhibitors targeting Lyn. No relevant conflicts of interest to declare.
AbstractList T-cell acute lymphoblastic leukemias (T-ALLs) are aggressive hematologic tumors that result from the malignant transformation of T-cell progenitors. T-ALLs are classified immunologically into immature (pro- and pre-T), cortical and mature T-ALL. ETP-ALL is a recently described subtype of immature T-ALL. T-ALL is characterized by overexpression of oncogenic transcription factors that drive the malignancy: TAL1, TAL2, LYL1, LMO1, LMO2; TLX1, TLX3, NKX2.1, NKX2.2, NKX2.5, MEF2C and HOX genes. This study was conducted to understand the landscape of protein-coding genes using RNAseq in immature, cortical and mature T-ALL patients in India. This was a prospective study done on 134 T-ALL cases. The T-ALL patients were divided into 2 cohorts: discovery (n=35; immature 13, cortical 17, mature 5) and validation cohort (n=99; immature 45, cortical 44, mature 10). Total RNA seq was done in the discovery cohort. Clinical and prognostic relevance of lesions identified in the discovery cohort were studied in validation cohort. On RNAseq, a total of 2,318 genes were most differentially expressed between the 3 subtypes. In immature T-ALL cases, transcription factors controlling early hematopoiesis (MEF2C, TP63, HHEX, RUNX2, HOXA10, HOXA9, RUNX1T1 and ZBTB16) were highly expressed. LYN, a tyrosine kinase gene was also highly expressed. BAALC and MN1 genes, previously reported in acute myeloid leukemia, but not emphasized in reported genomics studies in the West, were overexpressed. Interestingly, LMO2 was overexpressed in the absence of significant overexpression of LYL1, a gene reported to be critical for oncogenic functions of Lmo2. In cortical T-ALL, the cortical thymocyte-defining CD1A gene was overexpressed. Homoebox domain genes NKX2-1, TLX1, TLX3, involved in T-cell development were overexpressed. In addition, FAT1, FAT3, EREG, CD1C, AKAP-2, IL-4, PRTG, TCL-6, ZP1 and TRAV genes were overexpressed. On examining CD1a+/sCD3+ and CD1a+/sCD3- groups, we found that in contrast to reported literature, TLX1 was highly expressed in the former group and TLX3 in the latter. In mature T-ALL, APC2, BCL3, CCR4, CDKN2A, EML4, HIST1H4G, HIST2H2B, NCOR2, ST20 and TRAV22 genes were overexpressed. Conventional drivers of T-ALL leukemogenesis - LYL1, TAL1 and LMO1 were not differentially expressed in our patients suggesting a difference between Indian and Western T-ALL patients. The clinical significance of expression of MEF2C, BAALC, HHEX, LYL1, TAL1 and FAT1 genes was studied in validation cohort by real-time PCR. High expression of MEF2C and BAALC gene was associated with immature immunophenotype (IPT) as compared to cortical and mature IPT (p=0.009; 0.008, respectively). Patients with ETP-ALL had higher expression of MEF2C and BAALC gene (p=0.018; 0.014, respectively). High MEF2C and BAALC expression were associated with CD34 positivity (p=0.004; 0.032, respectively). High BAALC expression was also associated with aberrant expression of the myeloid markers (p=0.021). Although not statistically significant, high HHEX expression was associated with immature IPT (p=0.072) and ETP-ALL IPT (p=0.06). Although LYL1 expression did not correlate with immature IPT, ETP-ALL was associated with higher LYL1 expression (p=0.039). Higher expression of FAT1 gene was associated with cortical IPT (p=0.026). Low XIST expression was more frequently associated with non-ETP-ALL IPT (p=0.017). TAL1 expression did not correlate with IPT. On survival analysis, only MEF2C gene expression was associated with EFS and OS. Compared to low MEF2C expressors, patients with high MEF2C had a lower event free survival (EFS) (73.58% vs 51.38%, p=0.01). High expression was found to be a significant predictor of overall survival (OS) (81.11% vs 96.43%, p=0.012). MEF2C emerged as driving oncogene in our T-ALL patients which can be used as predictor of EFS and OS. Expression of BAALC, HHEX, LYL1, TAL1, FAT1 and XIST genes did not correlate with EFS and OS. In this first study correlating T-ALL IPT with transcriptome profile in Indian T-ALL patients, we noted interesting differences from the West, potential subjects of further study. MEF2C gene expression emerged as the predictor of poor EFS and OS in T-ALL patients. Lastly, increased expression of LYN gene in our patients suggests that our immature T-ALL patients may benefit from tyrosine kinase inhibitors targeting Lyn. No relevant conflicts of interest to declare.
T-cell acute lymphoblastic leukemias (T-ALLs) are aggressive hematologic tumors that result from the malignant transformation of T-cell progenitors. T-ALLs are classified immunologically into immature (pro- and pre-T), cortical and mature T-ALL. ETP-ALL is a recently described subtype of immature T-ALL. T-ALL is characterized by overexpression of oncogenic transcription factors that drive the malignancy: TAL1, TAL2, LYL1,LMO1, LMO2; TLX1, TLX3, NKX2.1, NKX2.2, NKX2.5, MEF2C and HOX genes. This study was conducted to understand the landscape of protein-coding genes using RNAseq in immature, cortical and mature T-ALL patients in India. This was a prospective study done on 134 T-ALL cases. The T-ALL patients were divided into 2 cohorts: discovery (n=35; immature 13, cortical 17, mature 5) and validation cohort (n=99; immature 45, cortical 44, mature 10). Total RNA seq was done in the discovery cohort. Clinical and prognostic relevance of lesions identified in the discovery cohort were studied in validation cohort. On RNAseq, a total of 2,318 genes were most differentially expressed between the 3 subtypes. In immature T-ALL cases, transcription factors controlling early hematopoiesis (MEF2C, TP63, HHEX, RUNX2, HOXA10, HOXA9, RUNX1T1 and ZBTB16) were highly expressed. LYN, a tyrosine kinase gene was also highly expressed. BAALC and MN1 genes, previously reported in acute myeloid leukemia, but not emphasized in reported genomics studies in the West, were overexpressed. Interestingly, LMO2 was overexpressed in the absence of significant overexpression of LYL1, a gene reported to be critical for oncogenic functions of Lmo2. In cortical T-ALL, the cortical thymocyte-defining CD1A gene was overexpressed. Homoebox domain genes NKX2-1, TLX1, TLX3, involved in T-cell development were overexpressed. In addition, FAT1, FAT3, EREG, CD1C, AKAP-2, IL-4, PRTG, TCL-6, ZP1 and TRAV genes were overexpressed. On examining CD1a+/sCD3+ and CD1a+/sCD3- groups, we found that in contrast to reported literature, TLX1 was highly expressed in the former group and TLX3 in the latter. In mature T-ALL, APC2, BCL3, CCR4, CDKN2A, EML4, HIST1H4G, HIST2H2B, NCOR2, ST20 and TRAV22 genes were overexpressed. Conventional drivers of T-ALL leukemogenesis - LYL1, TAL1 and LMO1 were not differentially expressed in our patients suggesting a difference between Indian and Western T-ALL patients. The clinical significance of expression of MEF2C, BAALC, HHEX, LYL1, TAL1 and FAT1 genes was studied in validation cohort by real-time PCR. High expression of MEF2C and BAALC gene was associated with immature immunophenotype (IPT) as compared to cortical and mature IPT (p=0.009; 0.008, respectively). Patients with ETP-ALL had higher expression of MEF2C and BAALC gene (p=0.018; 0.014, respectively). High MEF2C and BAALC expression were associated with CD34 positivity (p=0.004; 0.032, respectively). High BAALC expression was also associated with aberrant expression of the myeloid markers (p=0.021). Although not statistically significant, high HHEX expression was associated with immature IPT (p=0.072) and ETP-ALL IPT (p=0.06). Although LYL1 expression did not correlate with immature IPT, ETP-ALL was associated with higher LYL1 expression (p=0.039). Higher expression of FAT1 gene was associated with cortical IPT (p=0.026). Low XIST expression was more frequently associated with non-ETP-ALL IPT (p=0.017). TAL1 expression did not correlate with IPT. On survival analysis, only MEF2C gene expression was associated with EFS and OS. Compared to low MEF2C expressors, patients with high MEF2C had a lower event free survival (EFS) (73.58% vs 51.38%, p=0.01). High expression was found to be a significant predictor of overall survival (OS) (81.11% vs 96.43%, p=0.012). MEF2C emerged as driving oncogene in our T-ALL patients which can be used as predictor of EFS and OS. Expression of BAALC, HHEX, LYL1, TAL1, FAT1 and XIST genes did not correlate with EFS and OS. In this first study correlating T-ALL IPT with transcriptome profile in Indian T-ALL patients, we noted interesting differences from the West, potential subjects of further study. MEF2C gene expression emerged as the predictor of poor EFS and OS in T-ALL patients. Lastly, increased expression of LYN gene in our patients suggests that our immature T-ALL patients may benefit from tyrosine kinase inhibitors targeting Lyn.
Author Chopra, Anita
Sahoo, Ranjit Kumar
Kapoor, Shruti
Verma, Deepak
Bakhshi, Sameer
Scaria, Vinod
Palanichamy, Jayanth Kumar Kumar
Singh, Jay
Kumar, Lalit
Kumar, Rajive
Sharma, Atul
Pramanik, Raja
Sivasubbu, Sridhar
Author_xml – sequence: 1
  givenname: Anita
  surname: Chopra
  fullname: Chopra, Anita
  organization: Dr BRA Institute Rotary Cancer Hospital, AIIMS, New Delhi, India
– sequence: 2
  givenname: Deepak
  surname: Verma
  fullname: Verma, Deepak
  organization: AIIMS New Delhi, New Delhi, IND
– sequence: 3
  givenname: Shruti
  surname: Kapoor
  fullname: Kapoor, Shruti
  organization: CSIR-IGIB, New Delhi, India
– sequence: 4
  givenname: Jay
  surname: Singh
  fullname: Singh, Jay
  organization: All India Institute of Medical Sciences, New Delhi, India
– sequence: 5
  givenname: Jayanth Kumar Kumar
  surname: Palanichamy
  fullname: Palanichamy, Jayanth Kumar Kumar
  organization: All India Institute of Medical Sciences, New Delhi, India
– sequence: 6
  givenname: Raja
  surname: Pramanik
  fullname: Pramanik, Raja
  organization: All India Institute of Medical Sciences, New Delhi, India
– sequence: 7
  givenname: Atul
  surname: Sharma
  fullname: Sharma, Atul
  organization: Department of Medical Oncology, Dr. B.R.A. IRCH, All India Institute of Medical Sciences, New Delhi, India
– sequence: 8
  givenname: Sameer
  surname: Bakhshi
  fullname: Bakhshi, Sameer
  organization: Dr. B. R. A. Institute Rotary Cancer Hospital, All India Institute of Medical Sciences, New Delhi, India
– sequence: 9
  givenname: Ranjit Kumar
  surname: Sahoo
  fullname: Sahoo, Ranjit Kumar
  organization: Department of Medical Oncology Institute of Rotary Cancer Hospital, All India Institute of Medical Sciences, New Delhi, India
– sequence: 10
  givenname: Vinod
  surname: Scaria
  fullname: Scaria, Vinod
  organization: CSIR-IGIB, New Delhi, India
– sequence: 11
  givenname: Lalit
  surname: Kumar
  fullname: Kumar, Lalit
  organization: Department of Medical Oncology, Institute of Rotary Cancer Hospital, All India Institute of Medical Sciences, New Delhi, India
– sequence: 12
  givenname: Sridhar
  surname: Sivasubbu
  fullname: Sivasubbu, Sridhar
  organization: CSIR-IGIB, New Delhi, India
– sequence: 13
  givenname: Rajive
  surname: Kumar
  fullname: Kumar, Rajive
  organization: All India Institute of Medical Sciences, New Delhi, IND
BookMark eNp9kMtOwzAQRS0EEm3hA9j5Bwy2Y6eJWFUVj0qVQCJ7y7EnqiGxIzupFL6elLJmNYvRuXPnLNGlDx4QumP0nrGCP9RtCJZwykrC-Los6AVaMMkLQimnl2hBKc2JKNfsGi1T-qSUiYzLBfrehq6PcACf3BHwxut2Si7h0OBd140-9PMqDFMPWHuLq6h9MtH1Q-gAO4933jrtcUU2ZhwA76euP4S61WlwBu9h_ILOaUywxu8xpB7McDrzMYx2ukFXjW4T3P7NFaqen6rtK9m_vey2mz0xpaCkrIXUEniupbHC0ppbCQXPrGBFndtSZNZqw6VoBGcZYzm1uRRazgoKDbXIVoidY81cIEVoVB9dp-OkGFUnd-rXnTq5U2d3M_N4ZmDudXQQVTIOvAHr4vyCssH9Q_8A6fR6_g
ContentType Journal Article
Copyright 2019 American Society of Hematology
Copyright_xml – notice: 2019 American Society of Hematology
DBID 6I.
AAFTH
AAYXX
CITATION
DOI 10.1182/blood-2019-127980
DatabaseName ScienceDirect Open Access Titles
Elsevier:ScienceDirect:Open Access
CrossRef
DatabaseTitle CrossRef
DatabaseTitleList
CrossRef
DeliveryMethod fulltext_linktorsrc
Discipline Medicine
Chemistry
Biology
Anatomy & Physiology
EISSN 1528-0020
EndPage 1467
ExternalDocumentID 10_1182_blood_2019_127980
S0006497118593848
GroupedDBID ---
-~X
.55
1CY
23N
2WC
34G
39C
4.4
53G
5GY
5RE
5VS
6I.
6J9
AAEDW
AAFTH
AAXUO
ABOCM
ABVKL
ACGFO
ADBBV
AENEX
AFOSN
AHPSJ
ALMA_UNASSIGNED_HOLDINGS
AMRAJ
BAWUL
BTFSW
CS3
DIK
DU5
E3Z
EBS
EJD
EX3
F5P
FDB
FRP
GS5
GX1
IH2
K-O
KQ8
L7B
LSO
MJL
N9A
OK1
P2P
R.V
RHF
RHI
ROL
SJN
THE
TR2
TWZ
W2D
W8F
WH7
WOQ
WOW
X7M
YHG
YKV
ZA5
0R~
AALRI
AAYXX
ACVFH
ADCNI
ADVLN
AEUPX
AFETI
AFPUW
AGCQF
AIGII
AITUG
AKBMS
AKRWK
AKYEP
CITATION
H13
ID FETCH-LOGICAL-c940-9b45a5e26a5cd4d0b2d5e823d418b6d943ddac254f42131160d654a59808aeb43
ISSN 0006-4971
IngestDate Tue Jul 01 02:33:33 EDT 2025
Fri Feb 23 02:43:14 EST 2024
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue Supplement_1
Language English
License This article is made available under the Elsevier license.
LinkModel OpenURL
MergedId FETCHMERGED-LOGICAL-c940-9b45a5e26a5cd4d0b2d5e823d418b6d943ddac254f42131160d654a59808aeb43
OpenAccessLink https://dx.doi.org/10.1182/blood-2019-127980
PageCount 1
ParticipantIDs crossref_primary_10_1182_blood_2019_127980
elsevier_sciencedirect_doi_10_1182_blood_2019_127980
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2019-11-13
PublicationDateYYYYMMDD 2019-11-13
PublicationDate_xml – month: 11
  year: 2019
  text: 2019-11-13
  day: 13
PublicationDecade 2010
PublicationTitle Blood
PublicationYear 2019
Publisher Elsevier Inc
Publisher_xml – name: Elsevier Inc
SSID ssj0014325
Score 2.312757
Snippet T-cell acute lymphoblastic leukemias (T-ALLs) are aggressive hematologic tumors that result from the malignant transformation of T-cell progenitors. T-ALLs are...
SourceID crossref
elsevier
SourceType Index Database
Publisher
StartPage 1467
Title Comprehensive Analysis of Immunophenotype and Transcriptome in Indian T-Acute Lymphoblastic Leukemia - a Prospective Study
URI https://dx.doi.org/10.1182/blood-2019-127980
Volume 134
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
journalDatabaseRights – providerCode: PRVAFT
  databaseName: Open Access Digital Library
  customDbUrl:
  eissn: 1528-0020
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0014325
  issn: 0006-4971
  databaseCode: KQ8
  dateStart: 19460101
  isFulltext: true
  titleUrlDefault: http://grweb.coalliance.org/oadl/oadl.html
  providerName: Colorado Alliance of Research Libraries
– providerCode: PRVBFR
  databaseName: Free Medical Journals - Free Access to All
  customDbUrl:
  eissn: 1528-0020
  dateEnd: 20240930
  omitProxy: true
  ssIdentifier: ssj0014325
  issn: 0006-4971
  databaseCode: DIK
  dateStart: 19460101
  isFulltext: true
  titleUrlDefault: http://www.freemedicaljournals.com
  providerName: Flying Publisher
– providerCode: PRVFQY
  databaseName: GFMER Free Medical Journals
  customDbUrl:
  eissn: 1528-0020
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0014325
  issn: 0006-4971
  databaseCode: GX1
  dateStart: 0
  isFulltext: true
  titleUrlDefault: http://www.gfmer.ch/Medical_journals/Free_medical.php
  providerName: Geneva Foundation for Medical Education and Research
– providerCode: PRVLSH
  databaseName: Elsevier Journals
  customDbUrl:
  mediaType: online
  eissn: 1528-0020
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0014325
  issn: 0006-4971
  databaseCode: AKRWK
  dateStart: 19460101
  isFulltext: true
  providerName: Library Specific Holdings
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3fb9MwELbKEIwXBB3Txi_5AfHAZEgdO3UexwTa2IaEVtDeIttx1AmWVFX30L3xn3NnO12yDQn2EqWR0li-z3fn8913hLxJxyZ1sAKRtzVn4P9LpiunmLW8KnOrlfbs_Mdfs_3v4supPB0MfnerSxbmvb28ta7kLlKFZyBXrJL9D8mu_hQewD3IF64gYbj-k4xxMc_dNOagd_lFDrDsAykD6sYHWTE87s2SVxLNuacKOag9L8GE7VrMFjhagmQbA-40krgeuYuf7vxM77AdjeUEbUmmzzzsnwX_ig3nQ5pAM5uHWC0oi5XO_4EGIOg3sH-r6qBDPWtCvOBkOoeJWsV7wKBOQxLvshuXGOVYoBfKSkOwrC2Y6eVzonXEpnYBTi7qXCTJTnjSU8oxxBnUKqrzjoluf95U_wrpZEPKfxgTH-ehU9Q1Vu0T74zBQEZI-KaEukfu83GWYROMw29XB1Ei5aEJRhx3PBiHD3248ZnbXZuOuzJ5Qh7HfQbdDaB5SgauHpINgAgIf0nfUp_5649UhuTBx_Zufa_t_zckD49j2sUGuewBjbZAo01FrwGNAtBoD2j0rKYBaDQCjfaARlugUUY17QCNeqA9I5PPnyZ7-yw27WA2FwnLjZBaOp5paUtRJoaX0imelmKkTFbmIi1LbbkUleDI9JQlZSaFljB9Sjsj0k2yVje12yJ0rHSV2VyDiciE4VzD7taklZGprXI7SrbJu3a6i1mgZin8llbxwsumQNkUQTbbRLQCKaJvGXzGArDz99ee3-21F-TR1ZJ4SdYW8wv3CpzXhXnt4fUHCtCbWw
linkProvider Colorado Alliance of Research Libraries
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Comprehensive+Analysis+of+Immunophenotype+and+Transcriptome+in+Indian+T-Acute+Lymphoblastic+Leukemia+-+a+Prospective+Study&rft.jtitle=Blood&rft.au=Chopra%2C+Anita&rft.au=Verma%2C+Deepak&rft.au=Kapoor%2C+Shruti&rft.au=Singh%2C+Jay&rft.date=2019-11-13&rft.pub=Elsevier+Inc&rft.issn=0006-4971&rft.eissn=1528-0020&rft.volume=134&rft.spage=1467&rft.epage=1467&rft_id=info:doi/10.1182%2Fblood-2019-127980&rft.externalDocID=S0006497118593848
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0006-4971&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0006-4971&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0006-4971&client=summon