36:
separated by irregular intervals, generating uneven protein expression between cells. Noise in gene expression can have tremendous consequences on cell behaviour, and must be mitigated or integrated. In certain contexts, such as establishment of viral latency, the survival of microbes in rapidly changing stressful environments, or several types of scattered differentiation, the variability may be essential. Variability also impacts upon the effectiveness of clinical treatment, with resistance of bacteria and yeast to
35:
although other sources of heterogeneity, such as unequal separation of cell contents at mitosis are also likely to contribute considerably. Bursting transcription, as opposed to simple probabilistic models of transcription, reflects multiple states of gene activity, with fluctuations between states
483:
Sharma, S. V.; Lee, D. Y.; Li, B.; Quinlan, M. P.; Takahashi, F.; Maheswaran, S.; McDermott, U.; Azizian, N.; Zou, L.; Fischbach, M. A.; Wong, K. K.; Brandstetter, K.; Wittner, B.; Ramaswamy, S.; Classon, M.; Settleman, J. (2010).
296:
Weinberger, L. S.; Burnett, J. C.; Toettcher, J. E.; Arkin, A. P.; Schaffer, D. V. (2005). "Stochastic gene expression in a lentiviral positive-feedback loop: HIV-1 Tat fluctuations drive phenotypic diversity".
40:
demonstrably caused by non-genetic differences. Variability in gene expression may also contribute to resistance of sub-populations of cancer cells to chemotherapy and appears to be a barrier to curing HIV.
442:
Blake, William J; BalΓ‘zsi, GΓ‘bor; Kohanski, Michael A; Isaacs, Farren J; Murphy, Kevin F; Kuang, Yina; Cantor, Charles R; Walt, David R; Collins, James J (2006).
579:
32:
363:
332:
306:
556:
515:
465:
424:
389:
324:
278:
229:
178:
129:
88:
546:
505:
497:
455:
416:
379:
371:
316:
268:
260:
219:
209:
168:
160:
119:
78:
70:
24:
420:
367:
510:
485:
384:
351:
273:
248:
224:
197:
173:
148:
83:
58:
28:
573:
486:"A chromatin-mediated reversible drug tolerant state in cancer cell subpopulations"
336:
460:
443:
214:
37:
551:
534:
501:
320:
124:
107:
74:
164:
59:"Nature, nurture, or chance: stochastic gene expression and its consequences"
375:
560:
519:
469:
428:
393:
328:
282:
233:
182:
133:
92:
249:"Non-genetic heterogeneity from stochastic partitioning at cell division"
311:
444:"Phenotypic Consequences of Promoter-Mediated Transcriptional Noise"
264:
20:
196:
Raj, A; Peskin, CS; Tranchina, D; Vargas, DY; Tyagi, S (2006).
108:"Real-time kinetics of gene activity in individual bacteria"
27:
occurring between cells in isogenic populations (see also
106:
Golding, I; Paulsson, J; Zawilski, SM; Cox, EC (2005).
535:"Stochastic fate selection in HIV-infected patients"
147:
Chubb, JR; Trcek, T; Shenoy, SM; Singer, RH (2006).
31:) . A proposed source of transcriptional noise is
149:"Transcriptional pulsing of a developmental gene"
198:"Stochastic mRNA synthesis in mammalian cells"
533:Weinberger, A. D.; Weinberger, L. S. (2013).
8:
550:
509:
459:
383:
310:
272:
223:
213:
172:
123:
82:
49:
19:is a primary cause of the variability (
407:Lewis, K. (2010). "Persister Cells".
7:
421:10.1146/annurev.micro.112408.134306
57:Raj, A; Van Oudenaarden, A (2008).
14:
350:Losick, R.; Desplan, C. (2008).
247:Huh, D.; Paulsson, J. (2010).
1:
409:Annual Review of Microbiology
352:"Stochasticity and cell fate"
461:10.1016/j.molcel.2006.11.003
215:10.1371/journal.pbio.0040309
596:
552:10.1016/j.cell.2013.09.039
502:10.1016/j.cell.2010.02.027
321:10.1016/j.cell.2005.06.006
125:10.1016/j.cell.2005.09.031
75:10.1016/j.cell.2008.09.050
165:10.1016/j.cub.2006.03.092
33:transcriptional bursting
376:10.1126/science.1147888
17:Transcriptional noise
368:2008Sci...320...65L
587:
565:
564:
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103:
97:
96:
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54:
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580:Gene expression
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568:
532:
531:
527:
482:
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477:
441:
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436:
406:
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362:(5872): 65β68.
349:
348:
344:
295:
294:
290:
253:Nature Genetics
246:
245:
241:
195:
194:
190:
159:(10): 1018β25.
153:Current Biology
146:
145:
141:
105:
104:
100:
56:
55:
51:
47:
25:gene expression
12:
11:
5:
593:
591:
583:
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572:
571:
567:
566:
525:
475:
454:(6): 853β865.
448:Molecular Cell
434:
399:
342:
288:
265:10.1038/ng.729
239:
188:
139:
118:(6): 1025β36.
98:
48:
46:
43:
29:cellular noise
13:
10:
9:
6:
4:
3:
2:
592:
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578:
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353:
346:
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313:
312:q-bio/0608002
308:
305:(2): 169β82.
304:
300:
292:
289:
284:
280:
275:
270:
266:
262:
259:(2): 95β100.
258:
254:
250:
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231:
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216:
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207:
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126:
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117:
113:
109:
102:
99:
94:
90:
85:
80:
76:
72:
69:(2): 216β26.
68:
64:
60:
53:
50:
44:
42:
39:
34:
30:
26:
22:
18:
545:(3): 497β9.
542:
538:
528:
496:(1): 69β80.
493:
489:
478:
451:
447:
437:
412:
408:
402:
359:
355:
345:
302:
298:
291:
256:
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208:(10): e309.
205:
202:PLOS Biology
201:
191:
156:
152:
142:
115:
111:
101:
66:
62:
52:
16:
15:
415:: 357β372.
38:antibiotics
574:Category
561:24243007
520:20371346
470:17189188
429:20528688
394:18388284
329:16051143
283:21186354
234:17048983
183:16713960
134:16360033
93:18957198
511:2851638
385:2605794
364:Bibcode
356:Science
337:8061716
274:3208402
225:1563489
174:4764056
84:3118044
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132:
91:
81:
333:S2CID
307:arXiv
45:Notes
23:) in
21:noise
557:PMID
539:Cell
516:PMID
490:Cell
466:PMID
425:PMID
390:PMID
325:PMID
299:Cell
279:PMID
230:PMID
179:PMID
130:PMID
112:Cell
89:PMID
63:Cell
547:doi
543:155
506:PMC
498:doi
494:141
456:doi
417:doi
380:PMC
372:doi
360:320
317:doi
303:122
269:PMC
261:doi
220:PMC
210:doi
169:PMC
161:doi
120:doi
116:123
79:PMC
71:doi
67:135
576::
555:.
541:.
537:.
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492:.
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452:24
450:.
446:.
423:.
413:64
411:.
388:.
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87:.
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95:.
73::
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